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Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #14
ZeroFlow: Scalable Scene Flow via Distillation
Kyle Vedder · Neehar Peri · Nathaniel Chodosh · Ishan Khatri · ERIC EATON · Dinesh Jayaraman · Yang Liu · Deva Ramanan · James Hays
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #180
Hyper Evidential Deep Learning to Quantify Composite Classification Uncertainty
Changbin Li · Kangshuo Li · Yuzhe Ou · Lance Kaplan · Audun Jøsang · Jin-Hee Cho · DONG HYUN JEONG · Feng Chen
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #261
Statistically Optimal $K$-means Clustering via Nonnegative Low-rank Semidefinite Programming
Yubo Zhuang · Xiaohui Chen · Yun Yang · Richard Zhang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #202
How Does Unlabeled Data Provably Help Out-of-Distribution Detection?
Xuefeng Du · Zhen Fang · Ilias Diakonikolas · Yixuan Li
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #10
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency
Yannis Kalantidis · Mert Bulent SARIYILDIZ · Rafael Rezende · Philippe Weinzaepfel · Diane Larlus · Gabriela Csurka
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #77
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
Lianmin Zheng · Wei-Lin Chiang · Ying Sheng · Tianle Li · Siyuan Zhuang · Zhanghao Wu · Yonghao Zhuang · Zhuohan Li · Zi Lin · Eric Xing · Joseph E Gonzalez · Ion Stoica · Hao Zhang
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #170
Only Pay for What Is Uncertain: Variance-Adaptive Thompson Sampling
Aadirupa Saha · Branislav Kveton
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #58
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach
Shaofeng Zhang · Jinfa Huang · Qiang Zhou · zhibin wang · Fan Wang · Jiebo Luo · Junchi Yan
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #231
Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models
Seungone Kim · Jamin Shin · yejin cho · Joel Jang · Shayne Longpre · Hwaran Lee · Sangdoo Yun · Ryan, S Shin · Sungdong Kim · James Thorne · Minjoon Seo
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #194
Multi-View Causal Representation Learning with Partial Observability
Dingling Yao · Danru Xu · Sébastien Lachapelle · Sara Magliacane · Perouz Taslakian · Georg Martius · Julius von Kügelgen · Francesco Locatello
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #111
A Policy Gradient Method for Confounded POMDPs
Mao Hong · Zhengling Qi · Yanxun Xu
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #184
On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs
Jen-tse Huang · Wenxuan Wang · Eric John Li · Man Ho LAM · Shujie Ren · Youliang Yuan · Wenxiang Jiao · Zhaopeng Tu · Michael Lyu
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #129
Dichotomy of Early and Late Phase Implicit Biases Can Provably Induce Grokking
Kaifeng Lyu · Jikai Jin · Zhiyuan Li · Simon Du · Jason Lee · Wei Hu
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #237
Principled Architecture-aware Scaling of Hyperparameters
Wuyang Chen · Junru Wu · Zhangyang Wang · Boris Hanin
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #43
NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
Pengfei Zheng · Yonggang Zhang · Zhen Fang · Tongliang Liu · Defu Lian · Bo Han
[ Slides [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #125
FITS: Modeling Time Series with $10k$ Parameters
Zhijian Xu · Ailing Zeng · Qiang Xu
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #124
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks
Xihaier Luo · Wei Xu · Balasubramanya T. Nadiga · Yihui Ren · Shinjae Yoo
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #21
Consistent4D: Consistent 360° Dynamic Object Generation from Monocular Video
Yanqin Jiang · Li Zhang · Jin Gao · Weiming Hu · Yao Yao
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #6
Gradual Optimization Learning for Conformational Energy Minimization
Artem Tsypin · Leonid A. Ugadiarov · Kuzma Khrabrov · Alexander Telepov · Egor Rumiantsev · Alexey Skrynnik · Aleksandr Panov · Dmitry P. Vetrov · Elena Tutubalina · Artur Kadurin
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #128
Feature Collapse
Thomas Laurent · James von Brecht · Xavier Bresson
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #270
Multi-Resolution Diffusion Models for Time Series Forecasting
Lifeng Shen · Weiyu Chen · James Kwok
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #57
Idempotence and Perceptual Image Compression
Tongda Xu · Ziran Zhu · Dailan He · Yanghao Li · Lina Guo · Yuanyuan Wang · Zhe Wang · Hongwei Qin · Yan Wang · Jingjing Liu · Ya-Qin Zhang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #213
Does Progress On Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data?
Megan Richards · Polina Kirichenko · Diane Bouchacourt · Mark Ibrahim
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #51
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference
Siqi Kou · Lei Gan · Dequan Wang · Chongxuan Li · Zhijie Deng
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #224
f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization
Sina Baharlouei · Shivam Patel · Meisam Razaviyayn
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #104
Implicit Neural Representations and the Algebra of Complex Wavelets
T Mitchell Roddenberry · Vishwanath Saragadam · Maarten V de Hoop · Richard Baraniuk
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #198
In defense of parameter sharing for model-compression
Aditya Desai · Anshumali Shrivastava
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #106
Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting
Rong Dai · Yonggang Zhang · Ang Li · Tongliang Liu · Xun Yang · Bo Han
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #146
Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
Hong Wang · Zhongkai Hao · Jie Wang · Zijie Geng · Zhen Wang · Bin Li · Feng Wu
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #233
Enhancing Instance-Level Image Classification with Set-Level Labels
Renyu Zhang · Aly Khan · Yuxin Chen · Robert Grossman
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #18
Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence
Sunghwan Hong · Seokju Cho · Seungryong Kim · Stephen Lin
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #48
AnyText: Multilingual Visual Text Generation and Editing
Yuxiang Tuo · Wangmeng Xiang · Jun-Yan He · Yifeng Geng · Xuansong Xie
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #192
On the Provable Advantage of Unsupervised Pretraining
Jiawei Ge · Shange Tang · Jianqing Fan · Chi Jin
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #116
Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization
Anthony Bardou · Patrick Thiran · Thomas Begin
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #144
Proper Laplacian Representation Learning
Diego Gomez · Michael Bowling · Marlos C. Machado
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #227
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
Xin Li · Jing Yu Koh · Alexander Ku · Burcu Karagol Ayan · Han Zhang · Thang Luong · Yonghui Wu · Zarana Parekh · Yinfei Yang · Wei Han · Zirui Wang · Vijay Vasudevan · Jiahui Yu · Ben Hutchinson · Yuanzhong Xu · Jason Baldridge · Gunjan Baid
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #96
PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts
Bang An · Sicheng Zhu · Michael-Andrei Panaitescu-Liess · Chaithanya Kumar Mummadi · Furong Huang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #27
Online Continual Learning for Interactive Instruction Following Agents
Byeonghwi Kim · Minhyuk Seo · Jonghyun Choi
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #49
Human Motion Diffusion as a Generative Prior
Yonatan Shafir · Guy Tevet · Roy Kapon · Amit Bermano
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #86
Stable Anisotropic Regularization
William Rudman · Carsten Eickhoff
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #159
Neural-Symbolic Recursive Machine for Systematic Generalization
Qing Li · Yixin Zhu · Yitao Liang · Yingnian Wu · Song-Chun Zhu · Siyuan Huang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #85
Few-Shot Detection of Machine-Generated Text using Style Representations
Rafael Rivera Soto · Kailin Koch · Aleem Khan · Barry Chen · Marcus Bishop · Nicholas Andrews
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #26
Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors
Hang Yin · Zihao Wang · Yangqiu Song
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #90
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
Tianyang Liu · Canwen Xu · Julian McAuley
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #38
Structural Fairness-aware Active Learning for Graph Neural Networks
Haoyu Han · Xiaorui Liu · Li Ma · MohamadAli Torkamani · Hui Liu · Jiliang Tang · Makoto Yamada
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #68
Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
Antonis Antoniades · Yiyi Yu · Joe Canzano · William Wang · Spencer Smith
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #134
Do Generated Data Always Help Contrastive Learning?
Yifei Wang · Jizhe Zhang · Yisen Wang
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #7
Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction
Ziyang Yu · Wenbing Huang · Yang Liu
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #181
Universal Backdoor Attacks
Benjamin Schneider · Nils Lukas · Florian Kerschbaum
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #30
SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
Xuan Zhang · Jacob Helwig · Yuchao Lin · Yaochen Xie · Cong Fu · Stephan Wojtowytsch · Shuiwang Ji
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #16
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views
Francis Engelmann · Fabian Manhardt · Michael Niemeyer · Keisuke Tateno · Federico Tombari
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #137
LEAP: Liberate Sparse-View 3D Modeling from Camera Poses
Hanwen Jiang · Zhenyu Jiang · Yue Zhao · Qixing Huang
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #173
Beyond Stationarity: Convergence Analysis of Stochastic Softmax Policy Gradient Methods
Sara Klein · Simon Weissmann · Leif Döring
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #199
Modulated Phase Diffusor: Content-Oriented Feature Synthesis for Detecting Unknown Objects
Aming Wu · Cheng Deng
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #188
Kalman Filter for Online Classification of Non-Stationary Data
Michalis Titsias · Alexandre Galashov · Amal Rannen-Triki · Razvan Pascanu · Yee Whye Teh · Jorg Bornschein
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #242
RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
Cheng Tan · Yijie Zhang · Zhangyang Gao · Bozhen Hu · Siyuan Li · Zicheng Liu · Stan Z Li
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #263
Unbiased Watermark for Large Language Models
Zhengmian Hu · Lichang Chen · Xidong Wu · Yihan Wu · Hongyang Zhang · Heng Huang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #152
Enhancing Human Experience in Human-Agent Collaboration: A Human-Centered Modeling Approach Based on Positive Human Gain
Yiming Gao · Feiyu Liu · Liang Wang · Dehua Zheng · Zhenjie Lian · Weixuan Wang · Wenjin Yang · Siqin Li · Xianliang Wang · Wenhui Chen · Jing Dai · QIANG FU · Yang Wei · Lanxiao Huang · Wei Liu
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #47
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
Jian Chen · Ruiyi Zhang · Yufan Zhou · Changyou Chen
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #234
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
Wei Liu · Weihao Zeng · Keqing He · Yong Jiang · Junxian He
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #176
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
Miao Xiong · Zhiyuan Hu · Xinyang Lu · YIFEI LI · Jie Fu · Junxian He · Bryan Hooi
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #76
A Multi-Level Framework for Accelerating Training Transformer Models
Longwei Zou · Han Zhang · Yangdong Deng
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #53
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
Jiaxiang Tang · Jiawei Ren · Hang Zhou · Ziwei Liu · Gang Zeng
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #75
Conversational Drug Editing Using Retrieval and Domain Feedback
Shengchao Liu · Jiongxiao Wang · Yijin Yang · Chengpeng Wang · Ling Liu · Hongyu Guo · Chaowei Xiao
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #89
LLM-Assisted Code Cleaning For Training Accurate Code Generators
Naman Jain · Tianjun Zhang · Wei-Lin Chiang · Joseph E Gonzalez · Koushik Sen · Ion Stoica
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #42
KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement
Zhangyang Gao · Cheng Tan · Xingran Chen · Yijie Zhang · Jun Xia · Siyuan Li · Stan Z Li
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #225
Learning with Mixture of Prototypes for Out-of-Distribution Detection
Haodong Lu · Dong Gong · Shuo Wang · Jason Xue · Lina Yao · Kristen Moore
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #164
Can We Evaluate Domain Adaptation Models Without Target-Domain Labels?
JIANFEI YANG · Hanjie Qian · Yuecong Xu · Kai Wang · Lihua Xie
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #81
Towards Robust Multi-Modal Reasoning via Model Selection
Xiangyan Liu · Rongxue LI · Wei Ji · Tao Lin
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #275
Learning Polynomial Problems with $SL(2, \mathbb{R})$-Equivariance
Hannah Lawrence · Mitchell Harris
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #19
An Analytical Solution to Gauss-Newton Loss for Direct Image Alignment
Sergei Solonets · Daniil Sinitsyn · Lukas Von Stumberg · Nikita Araslanov · Daniel Cremers
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #205
Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference
Chencheng Cai · Xu Zhang · Edoardo Airoldi
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #154
Robust Adversarial Reinforcement Learning via Bounded Rationality Curricula
Aryaman Reddi · Maximilian Tölle · Jan Peters · Georgia Chalvatzaki · Carlo D'Eramo
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #28
An Extensible Framework for Open Heterogeneous Collaborative Perception
Yifan Lu · Yue Hu · Yiqi Zhong · Dequan Wang · Yanfeng Wang · Siheng Chen
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #258
On the Joint Interaction of Models, Data, and Features
Yiding Jiang · Christina Baek · J Kolter
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #217
Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs
Qihan Ren · Jiayang Gao · Wen Shen · Quanshi Zhang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #5
Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel
Xuan Li · Zhanke Zhou · Jiangchao Yao · Yu Rong · Lu Zhang · Bo Han
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #83
Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs
Milan Papez · Martin Rektoris · Vaclav Smidl · Tomáš Pevný
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #182
Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning
Kostadin Garov · Dimitar I. Dimitrov · Nikola Jovanović · Martin Vechev
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #273
COLLIE: Systematic Construction of Constrained Text Generation Tasks
Shunyu Yao · Howard Chen · Austin Hanjie · Runzhe Yang · Karthik Narasimhan
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #208
A Linear Algebraic Framework for Counterfactual Generation
Jong-Hoon Ahn · Akshay Vashist
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #220
Faithful Rule Extraction for Differentiable Rule Learning Models
Xiaxia Wang · David Jaime Tena Cucala · Bernardo Grau · Ian Horrocks
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #157
A Hierarchical Bayesian Model for Few-Shot Meta Learning
Minyoung Kim · Timothy Hospedales
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #196
SPADE: Semi-supervised Anomaly Detection under Distribution Mismatch
Chun-Liang Li · Tomas Pfister · Kihyuk Sohn · Jinsung Yoon · Sercan Arik
[ Poster
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #95
Detecting Pretraining Data from Large Language Models
Weijia Shi · Anirudh Ajith · Mengzhou Xia · Yangsibo Huang · Daogao Liu · Terra Blevins · Danqi Chen · Luke Zettlemoyer
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #162
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models
Sheng-Jun Huang · Yi Li · Yiming Sun · Ying-Peng Tang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #56
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
Shen Nie · Hanzhong Guo · Cheng Lu · Yuhao Zhou · Chenyu Zheng · Chongxuan Li
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #40
NetInfoF Framework: Measuring and Exploiting Network Usable Information
Meng-Chieh Lee · Haiyang Yu · Jian Zhang · Vassilis N. Ioannidis · Xiang song · Soji Adeshina · Da Zheng · Christos Faloutsos
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #262
Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers
Oren Mangoubi · Nisheeth Vishnoi
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #98
Dynamic Neural Response Tuning
Tian Qiu · Xu Wenxiang · lin chen · Zhou Linyun · Zunlei Feng · Mingli Song
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #114
AutoChunk: Automated Activation Chunk for Memory-Efficient Deep Learning Inference
Xuanlei Zhao · Shenggan Cheng · Guangyang LU · Haotian Zhou · Bin Jia · Yang You
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #223
Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain
Marcus J. Min · Yangruibo Ding · Luca Buratti · Saurabh Pujar · Gail Kaiser · Suman Jana · Baishakhi Ray
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #80
In-Context Learning through the Bayesian Prism
Madhur Panwar · Kabir Ahuja · Navin Goyal
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #268
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
Yiyang Zhou · Chenhang Cui · Jaehong Yoon · Linjun Zhang · Zhun Deng · Chelsea Finn · Mohit Bansal · Huaxiu Yao
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #4
Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design
Jeff Guo · Philippe Schwaller
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #204
"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection
Anshuman Chhabra · Peizhao Li · Prasant Mohapatra · Hongfu Liu
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #11
Pose Modulated Avatars from Video
Chunjin Song · Bastian Wandt · Helge Rhodin
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #183
One-shot Empirical Privacy Estimation for Federated Learning
Galen Andrew · Peter Kairouz · Sewoong Oh · Alina Oprea · H. Brendan McMahan · Vinith Suriyakumar
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #240
Learning to Act from Actionless Videos through Dense Correspondences
Po-Chen Ko · Jiayuan Mao · Yilun Du · Shao-Hua Sun · Joshua B Tenenbaum
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #39
Learning From Simplicial Data Based on Random Walks and 1D Convolutions
Florian Frantzen · Michael Schaub
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #88
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
Ming Zhong · Chenxin An · Weizhu Chen · Jiawei Han · Pengcheng He
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #145
REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes
David Ireland · Giovanni Montana
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #187
Continual Learning in the Presence of Spurious Correlations: Analyses and a Simple Baseline
Donggyu Lee · Sangwon Jung · Taesup Moon
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #210
Data Debugging with Shapley Importance over Machine Learning Pipelines
Bojan Karlaš · David Dao · Matteo Interlandi · Sebastian Schelter · Wentao Wu · Ce Zhang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #265
Motif: Intrinsic Motivation from Artificial Intelligence Feedback
Martin Klissarov · Pierluca D'Oro · Shagun Sodhani · Roberta Raileanu · Pierre-Luc Bacon · Pascal Vincent · Amy Zhang · Mikael Henaff
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #126
Learning to Embed Time Series Patches Independently
Seunghan Lee · Taeyoung Park · Kibok Lee
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #61
Bespoke Solvers for Generative Flow Models
Neta Shaul · Juan Perez · Ricky T. Q. Chen · Ali Thabet · Albert Pumarola · Yaron Lipman
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #127
Generalization of Scaled Deep ResNets in the Mean-Field Regime
Yihang Chen · Fanghui Liu · Yiping Lu · Grigorios Chrysos · Volkan Cevher
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #228
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals
Yair Gat · Nitay Calderon · Amir Feder · Alexander Chapanin · Amit Sharma · Roi Reichart
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #102
What's in a Prior? Learned Proximal Networks for Inverse Problems
Zhenghan Fang · Sam Buchanan · Jeremias Sulam
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #172
Incentivized Truthful Communication for Federated Bandits
Zhepei Wei · Chuanhao Li · Tianze Ren · Haifeng Xu · Hongning Wang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #101
Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification
Reza Esfandiarpoor · Stephen Bach
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #52
Idempotent Generative Network
Assaf Shocher · Amil Dravid · Yossi Gandelsman · Inbar Mosseri · Michael Rubinstein · Alexei Efros
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #55
Multimarginal Generative Modeling with Stochastic Interpolants
Michael Albergo · Nicholas Boffi · Michael Lindsey · Eric Vanden-Eijnden
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #185
Parameter-Efficient Multi-Task Model Fusion with Partial Linearization
Anke Tang · Li Shen · Yong Luo · Yibing Zhan · Han Hu · Bo Du · Yixin Chen · Dacheng Tao
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #34
CLEX: Continuous Length Extrapolation for Large Language Models
Guanzheng Chen · Xin Li · Zaiqiao Meng · Shangsong Liang · Lidong Bing
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #153
The Update-Equivalence Framework for Decision-Time Planning
Samuel Sokota · Gabriele Farina · David Wu · Hengyuan Hu · Kevin A. Wang · J Kolter · Noam Brown
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #260
Inverse Approximation Theory for Nonlinear Recurrent Neural Networks
Shida Wang · Zhong Li · Qianxiao Li
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #219
Less is More: Fewer Interpretable Region via Submodular Subset Selection
Ruoyu Chen · Hua Zhang · Siyuan Liang · Jingzhi Li · Xiaochun Cao
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #241
Federated Text-driven Prompt Generation for Vision-Language Models
Chen Qiu · Xingyu Li · Chaithanya Kumar Mummadi · Madan Ganesh · Zhenzhen Li · Lu Peng · Wan-Yi Lin
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #243
Optimal Sketching for Residual Error Estimation for Matrix and Vector Norms
Yi Li · Honghao Lin · David Woodruff
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #110
PAE: Reinforcement Learning from External Knowledge for Efficient Exploration
Zhe Wu · Haofei Lu · Junliang Xing · You Wu · Renye Yan · Yaozhong Gan · Yuanchun Shi
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #257
MT-Ranker: Reference-free machine translation evaluation by inter-system ranking
Ibraheem Muhammad Moosa · Rui Zhang · Wenpeng Yin
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #29
Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design
Heng Dong · Junyu Zhang · Chongjie Zhang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #193
Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
Hannah Kniesel · Leon Sick · Tristan Payer · Tim Bergner · Kavitha Shaga Devan · Clarissa Read · Paul Walther · Timo Ropinski · Pedro Hermosilla
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #66
Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning
Patrik Okanovic · Roger Waleffe · Vasilis Mageirakos · Konstantinos Nikolakakis · Amin Karbasi · Dionysios Kalogerias · Nezihe Merve Gürel · Theodoros Rekatsinas
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #23
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
Yang Liu · Muzhi Zhu · Hengtao Li · Hao Chen · Xinlong Wang · Chunhua Shen
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #163
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?
Jingfeng Wu · Difan Zou · Zixiang Chen · Vladimir Braverman · Quanquan Gu · Peter Bartlett
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #174
Demonstration-Regularized RL
Daniil Tiapkin · Denis Belomestny · Daniele Calandriello · Eric Moulines · Alexey Naumov · Pierre Perrault · Michal Valko · Pierre Ménard
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #72
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
Xinyuan Wang · Chenxi Li · Zhen Wang · Fan Bai · Haotian Luo · Jiayou Zhang · Nebojsa Jojic · Eric Xing · Zhiting Hu
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #93
Let's Verify Step by Step
Hunter Lightman · Vineet Kosaraju · Yuri Burda · Harrison Edwards · Bowen Baker · Teddy Lee · Jan Leike · John Schulman · Ilya Sutskever · Karl Cobbe
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #147
Exploring the Promise and Limits of Real-Time Recurrent Learning
Kazuki Irie · Anand Gopalakrishnan · Jürgen Schmidhuber
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #22
MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo
chenjie cao · xinlin ren · Yanwei Fu
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #200
Probabilistic Adaptation of Black-Box Text-to-Video Models
Sherry Yang · Yilun Du · Bo Dai · Dale Schuurmans · Joshua B Tenenbaum · Pieter Abbeel
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #73
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
Zilong Wang · Hao Zhang · Chun-Liang Li · Julian M Eisenschlos · Vincent Perot · Zifeng Wang · Lesly Miculicich · Yasuhisa Fujii · Jingbo Shang · Chen-Yu Lee · Tomas Pfister
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #229
Tackling the Data Heterogeneity in Asynchronous Federated Learning with Cached Update Calibration
Yujia Wang · Yuanpu Cao · Jingcheng Wu · Ruoyu Chen · Jinghui Chen
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #91
Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE
Zeren Chen · ziqin wang · zhen wang · Huayang Liu · Zhenfei Yin · Si Liu · Lu Sheng · Wanli Ouyang · Jing Shao
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #130
Optimal criterion for feature learning of two-layer linear neural network in high dimensional interpolation regime
Keita Suzuki · Taiji Suzuki
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #155
Intelligent Switching for Reset-Free RL
Darshan Patil · Janarthanan Rajendran · Glen Berseth · Sarath Chandar
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #131
Exploring Target Representations for Masked Autoencoders
xingbin liu · Jinghao Zhou · Tao Kong · Xianming Lin · Rongrong Ji
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #63
Information Retention via Learning Supplemental Features
Zhipeng Xie · Yahe Li
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #143
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages
Guozheng Ma · Lu Li · Sen Zhang · Zixuan Liu · Zhen Wang · Yixin Chen · Li Shen · Xueqian Wang · Dacheng Tao
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #135
Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios
Ziqiang Li · Hong Sun · Pengfei Xia · Heng Li · Beihao Xia · Yi Wu · Bin Li
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #121
Threshold-Consistent Margin Loss for Open-World Deep Metric Learning
Qin ZHANG · Linghan Xu · Jun Fang · Qingming Tang · Yingnian Wu · Joseph Tighe · Yifan Xing
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #33
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
Longhui Yu · Weisen JIANG · Han Shi · Jincheng YU · Zhengying Liu · Yu Zhang · James Kwok · Zhenguo Li · Adrian Weller · Weiyang Liu
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #264
Large Language Models as Generalizable Policies for Embodied Tasks
Andrew Szot · Max Schwarzer · Harsh Agrawal · Bogdan Mazoure · Katherine Metcalf · Walter Talbott · Natalie Mackraz · R Devon Hjelm · Alexander Toshev
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #103
Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data
Yuhui Zhang · Elaine Sui · Serena Yeung
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #178
Demystifying Local & Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition
Faisal Hamman · Sanghamitra Dutta
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #169
Bandits Meet Mechanism Design to Combat Clickbait in Online Recommendation
Thomas Kleine Buening · Aadirupa Saha · Christos Dimitrakakis · Haifeng Xu
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #232
GAIA: Zero-shot Talking Avatar Generation
Tianyu He · Junliang Guo · Runyi Yu · Yuchi Wang · jialiang zhu · Kaikai An · Leyi Li · Xu Tan · Chunyu Wang · Han Hu · HsiangTao Wu · sheng zhao · Jiang Bian
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #150
Understanding when Dynamics-Invariant Data Augmentations Benefit Model-free Reinforcement Learning Updates
Nicholas Corrado · Josiah Hanna
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #191
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives
Shrinivas Ramasubramanian · Harsh Rangwani · Sho Takemori · Kunal Samanta · Yuhei Umeda · Venkatesh Babu Radhakrishnan
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #123
Progressive Fourier Neural Representation for Sequential Video Compilation
Haeyong Kang · Jaehong Yoon · DaHyun Kim · Sung Ju Hwang · Chang Yoo
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #156
Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World
Chunshu Wu · Ruibing Song · Chuan Liu · Yunan Yang · Ang Li · Michael Huang · Tong Geng
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #132
An Investigation of Representation and Allocation Harms in Contrastive Learning
Subha Maity · Mayank Agarwal · Mikhail Yurochkin · Yuekai Sun
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #24
Graph Transformers on EHRs: Better Representation Improves Downstream Performance
Raphael Poulain · Rahmatollah Beheshti
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #142
Score Models for Offline Goal-Conditioned Reinforcement Learning
Harshit Sikchi · Rohan Chitnis · Ahmed Touati · Alborz Geramifard · Amy Zhang · Scott Niekum
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #46
MaGIC: Multi-modality Guided Image Completion
Hao Wang · Yongsheng Yu · Tiejian Luo · Heng Fan · Libo Zhang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #212
Rethinking CNN’s Generalization to Backdoor Attack from Frequency Domain
Quanrui Rao · Lin Wang · Wuying Liu
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #235
PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
Xuan Ju · Ailing Zeng · Yuxuan Bian · Shaoteng Liu · Qiang Xu
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #94
Is Self-Repair a Silver Bullet for Code Generation?
Theo X. Olausson · Jeevana Priya Inala · Chenglong Wang · Jianfeng Gao · Armando Solar-Lezama
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #133
Improved Efficiency Based on Learned Saccade and Continuous Scene Reconstruction From Foveated Visual Sampling
Jiayang Liu · Yiming Bu · Daniel Tso · Qinru Qiu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #36
A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs
Thien Le · Luana Ruiz · Stefanie Jegelka
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #113
Local Composite Saddle Point Optimization
Site Bai · Brian Bullins
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #197
Plugin estimators for selective classification with out-of-distribution detection
Harikrishna Narasimhan · Aditya Krishna Menon · Wittawat Jitkrittum · Sanjiv Kumar
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #215
Intriguing Properties of Data Attribution on Diffusion Models
Xiaosen Zheng · Tianyu Pang · Chao Du · Jing Jiang · Min Lin
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #209
LLCP: Learning Latent Causal Processes for Reasoning-based Video Question Answer
Guangyi Chen · Yuke Li · Xiao Liu · Zijian Li · Eman Al Suradi · Donglai Wei · Kun Zhang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #274
USB-NeRF: Unrolling Shutter Bundle Adjusted Neural Radiance Fields
Moyang Li · Peng Wang · Lingzhe Zhao · Bangyan Liao · Peidong Liu
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #62
Synergistic Patch Pruning for Vision Transformer: Unifying Intra- & Inter-Layer Patch Importance
Yuyao Zhang · Lan Wei · Nikolaos Freris
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #171
Fixed-Budget Differentially Private Best Arm Identification
Zhirui Chen · P. N. Karthik · Yeow Meng Chee · Vincent Tan
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #120
A Differentially Private Clustering Algorithm for Well-Clustered Graphs
Weiqiang He · Hendrik Fichtenberger · Pan Peng
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #222
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
Somnath Basu Roy Chowdhury · Nicholas Monath · Ahmad Beirami · Rahul Kidambi · Kumar Dubey · Amr Ahmed · Snigdha Chaturvedi
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #195
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model
Hugo Lebeau · Mohamed El Amine Seddik · José Henrique Goulart
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #148
Adaptive Rational Activations to Boost Deep Reinforcement Learning
Quentin Delfosse · Patrick Schramowski · Martin Mundt · Alejandro Molina Ramirez · Kristian Kersting
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #71
InterpGNN: Understand and Improve Generalization Ability of Transdutive GNNs through the Lens of Interplay between Train and Test Nodes
Jiawei Sun · Kailai Li · Ruoxin Chen · Jie LI · Chentao Wu · Yue Ding · Junchi Yan
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #267
Towards Meta-Pruning via Optimal Transport
Alexander Theus · Olin Geimer · Friedrich Wicke · Thomas Hofmann · Sotiris Anagnostidis · Sidak Pal Singh
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #259
Sparse MoE with Language Guided Routing for Multilingual Machine Translation
Xinyu Zhao · Xuxi Chen · Yu Cheng · Tianlong Chen
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #141
On Trajectory Augmentations for Off-Policy Evaluation
Ge Gao · Qitong Gao · Xi Yang · Song Ju · Miroslav Pajic · Min Chi
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #13
Alt-Text with Context: Improving Accessibility for Images on Twitter
Nikita Srivatsan · Sofia Samaniego · Omar Florez · Taylor Berg-Kirkpatrick
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #167
Convergence of Bayesian Bilevel Optimization
Shi Fu · Fengxiang He · Xinmei Tian · Dacheng Tao
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #277
Small-scale proxies for large-scale Transformer training instabilities
Mitchell Wortsman · Peter Liu · Lechao Xiao · Katie Everett · Alexander Alemi · Ben Adlam · John Co-Reyes · Izzeddin Gur · Abhishek Kumar · Roman Novak · Jeffrey Pennington · Jascha Sohl-Dickstein · Kelvin Xu · Jaehoon Lee · Justin Gilmer · Simon Kornblith
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #239
Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction
Renjie Pi · Lewei Yao · Jianhua Han · Xiaodan Liang · Wei Zhang · Hang Xu
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #278
Decongestion by Representation: Learning to Improve Economic Welfare in Marketplaces
Omer Nahum · Gali Noti · David Parkes · Nir Rosenfeld
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #149
Bridging State and History Representations: Understanding Self-Predictive RL
Tianwei Ni · Benjamin Eysenbach · Erfan Seyedsalehi · Michel Ma · Clement Gehring · Aditya Mahajan · Pierre-Luc Bacon
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #100
DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
Maximilian Seitzer · Sjoerd van Steenkiste · Thomas Kipf · Klaus Greff · Mehdi S. M. Sajjadi
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #214
Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks
Yanbo Wang · Jian Liang · Ran He
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #32
MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
Lirong Wu · Yijun Tian · Yufei Huang · Siyuan Li · Haitao Lin · Nitesh Chawla · Stan Z Li
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #25
BENO: Boundary-embedded Neural Operators for Elliptic PDEs
Haixin Wang · Jiaxin Li · Anubhav Dwivedi · Kentaro Hara · Tailin Wu
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #207
Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation
Valentyn Melnychuk · Dennis Frauen · Stefan Feuerriegel
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #87
GAIA: a benchmark for General AI Assistants
Grégoire Mialon · Clémentine Fourrier · Thomas Wolf · Yann LeCun · Thomas Scialom
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #206
A Dynamical View of the Question of Why
Mehdi Fatemi · Sindhu Chatralinganadoddi Mariyappa Gowda
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #64
Mean Field Theory in Deep Metric Learning
Takuya Furusawa
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #84
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
Shangbin Feng · Weijia Shi · Yuyang Bai · Vidhisha Balachandran · Tianxing He · Yulia Tsvetkov
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #203
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation
Chengming Hu · Haolun Wu · Xuan Li · Chen Ma · Xi Chen · Boyu Wang · Jun Yan · Xue Liu
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #161
RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations
Jiajun He · Gergely Flamich · Zongyu Guo · José Miguel Hernández Lobato
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #165
Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Sequential Games
Brian Zhang · Gabriele Farina · Tuomas Sandholm
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #201
Decodable and Sample Invariant Continuous Object Encoder
Dehao Yuan · Furong Huang · Cornelia Fermuller · Yiannis Aloimonos
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #99
Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning
James Chapman · Lennie Wells · Ana Lawry Aguila
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #78
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning
Ted Zadouri · Ahmet Üstün · Arash Ahmadian · Beyza Ermis · Acyr Locatelli · Sara Hooker
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #186
Gradual Domain Adaptation via Gradient Flow
Zhan ZHUANG · Yu Zhang · Ying Wei
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #109
Decoupling regularization from the action space
Sobhan Mohammadpour · Emma Frejinger · Pierre-Luc Bacon
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #45
Social Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative Community
Arman Isajanyan · Artur Shatveryan · David Kocharian · Zhangyang Wang · Humphrey Shi
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #79
Bayesian Low-rank Adaptation for Large Language Models
Adam Yang · Maxime Robeyns · Xi Wang · Laurence Aitchison
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #272
Assessing Uncertainty in Similarity Scoring: Performance & Fairness in Face Recognition
Jean-Rémy Conti · Stephan CLEMENCON
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #136
Does CLIP’s generalization performance mainly stem from high train-test similarity?
Prasanna Mayilvahanan · Thaddäus Wiedemer · Evgenia Rusak · Matthias Bethge · Wieland Brendel
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #115
Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization
Hamidreza Almasi · Harsh Mishra · Balajee Vamanan · Sathya N. Ravi
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #166
Understanding prompt engineering may not require rethinking generalization
Victor Akinwande · Yiding Jiang · Dylan Sam · J Kolter
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #179
Incentive-Aware Federated Learning with Training-Time Model Rewards
Zhaoxuan Wu · Mohammad Mohammadi Amiri · Ramesh Raskar · Bryan Kian Hsiang Low
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #177
An LLM can Fool Itself: A Prompt-Based Adversarial Attack
Xilie Xu · Keyi Kong · Ning Liu · Lizhen Cui · Di Wang · Jingfeng Zhang · Mohan Kankanhalli
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #17
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space
Katja Schwarz · Seung Wook Kim · Jun Gao · Sanja Fidler · Andreas Geiger · Karsten Kreis
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #65
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
Xiongye Xiao · Gengshuo Liu · Gaurav Gupta · Defu Cao · Shixuan Li · Yaxing Li · Tianqing Fang · Mingxi Cheng · Paul Bogdan
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #211
DOS: Diverse Outlier Sampling for Out-of-Distribution Detection
Wenyu Jiang · Hao Cheng · MingCai Chen · Chongjun Wang · Hongxin Wei
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #280
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
Yin Fang · Xiaozhuan Liang · Ningyu Zhang · Kangwei Liu · Rui Huang · Zhuo Chen · Xiaohui Fan · Huajun Chen
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #221
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models
Andrew Engel · Zhichao Wang · Natalie Frank · Ioana Dumitriu · Sutanay Choudhury · Anand Sarwate · Tony Chiang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #216
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees
Jonathan Brophy · Zayd Hammoudeh · Daniel Lowd
[ JMLR
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #245
Variational Bayesian Last Layers
James Harrison · John Willes · Jasper Snoek
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #226
SolidGen: An Autoregressive Model for Direct B-rep Synthesis
Karl Willis · Joseph Lambourne · Nigel Morris · Nishkrit Desai · Aditya Sanghi · Pradeep Kumar Jayaraman
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #230
Data-independent Module-aware Pruning for Hierarchical Vision Transformers
Yang He · Joey Tianyi Zhou
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #54
Modelling complex vector drawings with stroke-clouds
Alexander Ashcroft · Ayan Das · Yulia Gryaditskaya · Zhiyu Qu · Yi-Zhe Song
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #82
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
Han Zhou · Xingchen Wan · Lev Proleev · Diana Mincu · Jilin Chen · Katherine Heller · Subhrajit Roy
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #35
Learning interpretable control inputs and dynamics underlying animal locomotion
Thomas Soares Mullen · Marine Schimel · Guillaume Hennequin · Christian Machens · Michael B. Orger · Adrien Jouary
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #107
ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update
Liyuan Mao · Haoran Xu · Weinan Zhang · Xianyuan Zhan
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #168
Cascading Reinforcement Learning
Yihan Du · R. Srikant · Wei Chen
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #269
Scalable Language Model with Generalized Continual Learning
Bohao PENG · Zhuotao Tian · Shu Liu · Ming-Chang Yang · Jiaya Jia
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #41
GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks
Peter Müller · Lukas Faber · Karolis Martinkus · Roger Wattenhofer
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #276
DIFFTACTILE: A Physics-based Differentiable Tactile Simulator for Contact-rich Robotic Manipulation
Zilin Si · Gu Zhang · Qingwei Ben · Branden Romero · Zhou Xian · Chao Liu · Chuang Gan
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #59
Jointly Training Large Autoregressive Multimodal Models
Emanuele Aiello · Lili Yu · Yixin Nie · Armen Aghajanyan · Barlas Oguz
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #60
Learning 3D Particle-based Simulators from RGB-D Videos
William Whitney · Tatiana Lopez-Guevara · Tobias Pfaff · Yulia Rubanova · Thomas Kipf · Kimberly Stachenfeld · Kelsey Allen
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #190
Adaptive Instrument Design for Indirect Experiments
Yash Chandak · Shiv Shankar · Vasilis Syrgkanis · Emma Brunskill
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #9
The Devil is in the Object Boundary: Towards Annotation-free Instance Segmentation using Foundation Models
cheng shi · Sibei Yang
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #175
LCOT: Linear Circular Optimal Transport
ROCIO DIAZ MARTIN · Ivan Medri · Yikun Bai · Xinran Liu · Kangbai Yan · Gustavo Rohde · Soheil Kolouri
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #140
OPTIMAL ROBUST MEMORIZATION WITH RELU NEURAL NETWORKS
Lijia Yu · XIAOSHAN GAO · Lijun Zhang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #112
On Representation Complexity of Model-based and Model-free Reinforcement Learning
Hanlin Zhu · Baihe Huang · Stuart Russell
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #8
Instant3D: Fast Text-to-3D with Sparse-view Generation and Large Reconstruction Model
Jiahao Li · Hao Tan · Kai Zhang · Zexiang Xu · Fujun Luan · Yinghao Xu · Yicong Hong · Kalyan Sunkavalli · Greg Shakhnarovich · Sai Bi
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #236
RETSim: Resilient and Efficient Text Similarity
Marina Zhang · Owen Vallis · Aysegul Bumin · Tanay Vakharia · Elie Bursztein
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #37
G$^2$N$^2$ : Weisfeiler and Lehman go grammatical
Jason Piquenot · Aldo Moscatelli · Maxime Berar · Pierre Héroux · Romain Raveaux · Jean-Yves RAMEL · Sébastien Adam
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #151
Sample-Efficient Multi-Agent RL: An Optimization Perspective
Nuoya Xiong · Zhihan Liu · Zhaoran Wang · Zhuoran Yang
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #266
$\mathbb{D}^2$ Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning
Adyasha Maharana · Prateek Yadav · Mohit Bansal
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #117
A Discretization Framework for Robust Contextual Stochastic Optimization
Rares Cristian · Georgia Perakis
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #271
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Tri Dao
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #67
Turning large language models into cognitive models
Marcel Binz · Eric Schulz
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #238
HIFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance
Junzhe Zhu · Peiye Zhuang · Sanmi Koyejo
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #138
Understanding Domain Generalization: A Noise Robustness Perspective
RUI QIAO · Bryan Kian Hsiang Low
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #160
Neural structure learning with stochastic differential equations
Benjie Wang · Joel Jennings · Wenbo Gong
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #70
Predictive, scalable and interpretable knowledge tracing on structured domains
Hanqi Zhou · Robert Bamler · Charley Wu · Álvaro Tejero-Cantero
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #218
SOInter: A Novel Deep Energy-Based Interpretation Method for Explaining Structured Output Models
S. Fatemeh Seyyedsalehi · Mahdieh Baghshah · Hamid Rabiee
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #139
Rethinking Model Ensemble in Transfer-based Adversarial Attacks
Huanran Chen · Yichi Zhang · Yinpeng Dong · Xiao Yang · Hang Su · Jun Zhu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #31
ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis
DongHao Luo · Xue Wang
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #12
SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition
Hongwei Ren · Yue ZHOU · Xiaopeng LIN · Yulong Huang · Haotian FU · Jie Song · Bojun Cheng
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #279
Raidar: geneRative AI Detection viA Rewriting
Chengzhi Mao · Carl Vondrick · Hao Wang · Junfeng Yang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #244
THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS
Junchi Yu · Ran He · Rex Ying
[ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #97
INViTE: INterpret and Control Vision-Language Models with Text Explanations
Haozhe Chen · Junfeng Yang · Carl Vondrick · Chengzhi Mao
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #74
OWL: A Large Language Model for IT Operations
Hongcheng Guo · Jian Yang · Jiaheng Liu · Liqun Yang · Linzheng Chai · Jiaqi Bai · Junran Peng · Xiaorong Hu · Chao Chen · Dongfeng Zhang · xu Shi · Tieqiao Zheng · liangfan zheng · Bo Zhang · Ke Xu · Zhoujun Li
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #44
Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection
Xiangyu Dong · Xingyi Zhang · Sibo WANG
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #20
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
Jing Xiong · Zixuan Li · Chuanyang Zheng · Zhijiang Guo · Yichun Yin · Enze Xie · Zhicheng YANG · Qingxing Cao · Haiming Wang · Xiongwei Han · Jing Tang · Chengming Li · Xiaodan Liang
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #92
Large Language Models Are Not Robust Multiple Choice Selectors
Chujie Zheng · Hao Zhou · Fandong Meng · Jie Zhou · Minlie Huang
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #118
A Study of Bayesian Neural Network Surrogates for Bayesian Optimization
Yucen Li · Tim G. J. Rudner · Andrew Gordon Wilson
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #189
Prediction Error-based Classification for Class-Incremental Learning
Michał Zając · Tinne Tuytelaars · Gido M van de Ven
[ Poster [ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #69
Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data
Ce Ju · Reinmar Kobler · Liyao Tang · Cuntai Guan · Motoaki Kawanabe
[ Slides [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #158
Stochastic Gradient Descent for Gaussian Processes Done Right
Jihao Andreas Lin · Shreyas Padhy · Javier Antorán · Austin Tripp · Alexander Terenin · Csaba Szepesvari · José Miguel Hernández Lobato · David Janz
[ OpenReview
Spotlight Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #15
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models
Chong Mou · Xintao Wang · Jiechong Song · Ying Shan · Jian Zhang
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #105
Bayes Conditional Distribution Estimation for Knowledge Distillation Based on Conditional Mutual Information
Linfeng Ye · Shayan Mohajer Hamidi · Renhao Tan · EN-HUI YANG
[ Slides [ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #122
Knowledge Distillation Based on Transformed Teacher Matching
Kaixiang Zheng · EN-HUI YANG
[ Poster [ OpenReview
Poster
Fri May 10 01:45 AM -- 03:45 AM (PDT) @ Halle B #50
Circumventing Concept Erasure Methods For Text-To-Image Generative Models
Minh Pham · Kelly Marshall · Niv Cohen · Govind Mittal · Chinmay Hegde
[ Slides [ Poster [ OpenReview