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Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #275
MVDream: Multi-view Diffusion for 3D Generation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #303
A ROBUST DIFFERENTIAL NEURAL ODE OPTIMIZER
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #20
Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #77
TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #257
Scaling Laws for Associative Memories
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #160
Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #170
Symmetric Single Index Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #18
UC-NERF: Neural Radiance Field for Under-Calibrated Multi-View Cameras in Autonomous Driving
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #203
Eureka: Human-Level Reward Design via Coding Large Language Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #129
In-Context Learning Learns Label Relationships but Is Not Conventional Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #71
Label-Noise Robust Diffusion Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #215
Learning to Compose: Improving Object Centric Learning by Injecting Compositionality
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #189
Forward $\chi^2$ Divergence Based Variational Importance Sampling
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #165
Scaling Convex Neural Networks with Burer-Monteiro Factorization
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #42
Denoising Diffusion via Image-Based Rendering
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #242
SEABO: A Simple Search-Based Method for Offline Imitation Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #244
You Only Query Once: An Efficient Label-Only Membership Inference Attack
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #169
The Marginal Value of Momentum for Small Learning Rate SGD
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #206
Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #172
Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates
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Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #248
COSA: Concatenated Sample Pretrained Vision-Language Foundation Model
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #208
Privileged Sensing Scaffolds Reinforcement Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #139
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #280
Neural Auto-designer for Enhanced Quantum Kernels
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #145
Zero-Shot Robustification of Zero-Shot Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #141
Uncertainty-aware Graph-based Hyperspectral Image Classification
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #21
Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #60
Critical Learning Periods Emerge Even in Deep Linear Networks
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #220
OVOR: OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #68
Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #278
Stochastic Modified Equations and Dynamics of Dropout Algorithm
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #48
Continual Momentum Filtering on Parameter Space for Online Test-time Adaptation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #5
Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #54
OmniControl: Control Any Joint at Any Time for Human Motion Generation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #92
Distinguished In Uniform: Self-Attention Vs. Virtual Nodes
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #38
Elucidating the design space of classifier-guided diffusion generation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #78
Denoising Diffusion Step-aware Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #184
Noisy Interpolation Learning with Shallow Univariate ReLU Networks
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #124
Benchmarking and Improving Generator-Validator Consistency of Language Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #115
EQA-MX: Embodied Question Answering using Multimodal Expression
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #90
A Characterization Theorem for Equivariant Networks with Point-wise Activations
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #268
Accelerating Sinkhorn algorithm with sparse Newton iterations
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #219
Continuous Invariance Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #106
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #199
DrS: Learning Reusable Dense Rewards for Multi-Stage Tasks
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #291
Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #61
A differentiable brain simulator bridging brain simulation and brain-inspired computing
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #178
PAC Prediction Sets Under Label Shift
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #49
Scalable Neural Network Kernels
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #283
Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #117
Coordinate-Aware Modulation for Neural Fields
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #311
Language Model Decoding as Direct Metrics Optimization
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #249
The mechanistic basis of data dependence and abrupt learning in an in-context classification task
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #245
Sentence-level Prompts Benefit Composed Image Retrieval
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #64
Are Human-generated Demonstrations Necessary for In-context Learning?
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #240
Enabling Lanuguage Models to Implicitly Learn Self-Improvement
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #146
Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #104
Compressed Context Memory for Online Language Model Interaction
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #39
Efficient-3Dim: Learning a Generalizable Single-image Novel-view Synthesizer in One Day
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #118
BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #87
CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #209
Provably Efficient CVaR RL in Low-rank MDPs
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #282
Improved Probabilistic Image-Text Representations
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #17
MogaNet: Multi-order Gated Aggregation Network
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #182
Theoretical Understanding of Learning from Adversarial Perturbations
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #66
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #96
Clifford Group Equivariant Simplicial Message Passing Networks
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #40
Don't Play Favorites: Minority Guidance for Diffusion Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #306
Frequency-Aware Transformer for Learned Image Compression
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #37
ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #299
YaRN: Efficient Context Window Extension of Large Language Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #119
AgentBench: Evaluating LLMs as Agents
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #52
Symmetric Neural-Collapse Representations with Supervised Contrastive Loss: The Impact of ReLU and Batching
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #191
Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance Kernel
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #193
Input-gradient space particle inference for neural network ensembles
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #228
Towards Reliable and Efficient Backdoor Trigger Inversion via Decoupling Benign Features
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #101
Beyond Reverse KL: Generalizing Direct Preference Optimization with Diverse Divergence Constraints
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #86
GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #83
Video Decomposition Prior: Editing Videos Layer by Layer
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #111
Bridging Vision and Language Spaces with Assignment Prediction
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #152
Implicit bias of SGD in $L_2$-regularized linear DNNs: One-way jumps from high to low rank
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #94
Orbit-Equivariant Graph Neural Networks
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #266
Perceptual Group Tokenizer: Building Perception with Iterative Grouping
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #265
More is Better: when Infinite Overparameterization is Optimal and Overfitting is Obligatory
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #107
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #198
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #197
Massively Scalable Inverse Reinforcement Learning in Google Maps
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #307
Hybrid Distillation: Connecting Masked Autoencoders with Contrastive Learners
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Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #296
Image Inpainting via Iteratively Decoupled Probabilistic Modeling
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #308
Deep Temporal Graph Clustering
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #188
Entropy Coding of Unordered Data Structures
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #270
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #293
Retrieval is Accurate Generation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #232
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #6
BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #69
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #253
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #201
Replay across Experiments: A Natural Extension of Off-Policy RL
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #167
Global Optimality for Non-linear Constrained Restoration Problems via Invexity
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #274
GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #150
Pre-training LiDAR-based 3D Object Detectors through Colorization
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #27
Enhancing High-Resolution 3D Generation through Pixel-wise Gradient Clipping
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #217
Object centric architectures enable efficient causal representation learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #13
LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #185
Towards Non-Asymptotic Convergence for Diffusion-Based Generative Models
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #82
Cross-Modal Contextualized Diffusion Models for Text-Guided Visual Generation and Editing
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #23
At Which Training Stage Does Code Data Help LLMs Reasoning?
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #213
Grokking as a First Order Phase Transition in Two Layer Networks
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #154
Feature emergence via margin maximization: case studies in algebraic tasks
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #81
JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #63
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #148
Memorization in Self-Supervised Learning Improves Downstream Generalization
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #267
High-dimensional SGD aligns with emerging outlier eigenspaces
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #19
SweetDreamer: Aligning Geometric Priors in 2D diffusion for Consistent Text-to-3D
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #312
Near-Optimal Quantum Algorithm for Minimizing the Maximal Loss
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #16
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #151
SGD Finds then Tunes Features in Two-Layer Neural Networks with near-Optimal Sample Complexity: A Case Study in the XOR problem
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #41
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #294
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #34
Stabilizing Backpropagation Through Time to Learn Complex Physics
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #59
BrainLM: A foundation model for brain activity recordings
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #161
Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #138
Large Language Models Cannot Self-Correct Reasoning Yet
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #73
H-GAP: Humanoid Control with a Generalist Planner
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #286
IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #113
When Semantic Segmentation Meets Frequency Aliasing
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #218
Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #302
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #164
Combining Axes Preconditioners through Kronecker Approximation for Deep Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #46
Understanding Addition in Transformers
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #285
Deceptive Fairness Attacks on Graphs via Meta Learning
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #229
Expressivity of ReLU-Networks under Convex Relaxations
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #276
Denoising Diffusion Bridge Models
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OpenReview]
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Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #76
Generalized Schrödinger Bridge Matching
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #33
Complete and Efficient Graph Transformers for Crystal Material Property Prediction
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #28
LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #157
Course Correcting Koopman Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #55
Generating Pragmatic Examples to Train Neural Program Synthesizers
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #53
On Harmonizing Implicit Subpopulations
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #284
Poly-View Contrastive Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #11
DreamClean: Restoring Clean Image Using Deep Diffusion Prior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #295
From Graphs to Hypergraphs: Hypergraph Projection and its Reconstruction
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #269
$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #279
Ghost on the Shell: An Expressive Representation of General 3D Shapes
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #200
Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #70
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #234
Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #287
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #109
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #120
Adapting Large Language Models via Reading Comprehension
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #99
PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #186
Towards Training Without Depth Limits: Batch Normalization Without Gradient Explosion
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #121
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #29
Xformer: Hybrid X-Shaped Transformer for Image Denoising
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #212
Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #98
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #26
Controlling Vision-Language Models for Multi-Task Image Restoration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #226
VFLAIR: A Research Library and Benchmark for Vertical Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #304
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #56
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #168
NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #51
Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #158
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #122
Demystifying Embedding Spaces using Large Language Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #50
Large-Vocabulary 3D Diffusion Model with Transformer
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #112
Task structure and nonlinearity jointly determine learned representational geometry
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #163
Tractable MCMC for Private Learning with Pure and Gaussian Differential Privacy
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #110
Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #205
Reconciling Spatial and Temporal Abstractions for Goal Representation
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #171
CO2: Efficient Distributed Training with Full Communication-Computation Overlap
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #93
HoloNets: Spectral Convolutions do extend to Directed Graphs
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #166
Variance Reduced Halpern Iteration for Finite-Sum Monotone Inclusions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #125
Grounding Multimodal Large Language Models to the World
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #47
Dynamic Sparse Training with Structured Sparsity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #310
DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #30
GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #194
Provably Efficient UCB-type Algorithms For Learning Predictive State Representations
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #35
Inner Classifier-Free Guidance and Its Taylor Expansion for Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #243
Habitat 3.0: A Co-Habitat for Humans, Avatars, and Robots
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #80
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #177
Non-Exchangeable Conformal Risk Control
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #230
Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #91
FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #142
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #235
An Unforgeable Publicly Verifiable Watermark for Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #309
Deep Orthogonal Hypersphere Compression for Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #36
Few-shot Hybrid Domain Adaptation of Image Generator
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #79
Würstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #281
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #128
Teaching Arithmetic to Small Transformers
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #305
ADOPD: A Large-Scale Document Page Decomposition Dataset
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #173
SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #97
Label-free Node Classification on Graphs with Large Language Models (LLMs)
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #159
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #102
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #162
Lion Secretly Solves a Constrained Optimization: As Lyapunov Predicts
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #180
Tight Rates in Supervised Outlier Transfer Learning
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #179
Provable Memory Efficient Self-Play Algorithm for Model-free Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #143
Scalable Monotonic Neural Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #247
Multilinear Operator Networks
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #183
Rethinking Information-theoretic Generalization: Loss Entropy Induced PAC Bounds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #238
Generalizability of Adversarial Robustness Under Distribution Shifts
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #65
Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #58
Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #204
Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #246
Fast, Expressive $\mathrm{SE}(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation Space
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #62
Most discriminative stimuli for functional cell type clustering
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #10
SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #224
The importance of feature preprocessing for differentially private linear optimization
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #211
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #239
Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
[
Slides]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #127
Confronting Reward Model Overoptimization with Constrained RLHF
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #301
LQ-LoRA: Low-rank plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #256
Lipschitz Singularities in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #214
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #153
Transferring Learning Trajectories of Neural Networks
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #216
Label-Focused Inductive Bias over Latent Object Features in Visual Classification
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #100
Time Travel in LLMs: Tracing Data Contamination in Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #196
CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #75
Masked Audio Generation using a Single Non-Autoregressive Transformer
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #174
lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #132
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #85
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #147
Protein-ligand binding representation learning from fine-grained interactions
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #221
Multi-task Learning with 3D-Aware Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #222
Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #8
Learning to design protein-protein interactions with enhanced generalization
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #225
Federated Wasserstein Distance
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #116
An Intuitive Multi-Frequency Feature Representation for SO(3)-Equivariant Networks
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #135
Provable Robust Watermarking for AI-Generated Text
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #57
Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #15
3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #88
Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #140
ReLoRA: High-Rank Training Through Low-Rank Updates
[
Slides]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #231
VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #44
Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #130
Fine-Tuning Language Models for Factuality
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #84
Seer: Language Instructed Video Prediction with Latent Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #181
Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #133
GeoLLM: Extracting Geospatial Knowledge from Large Language Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #258
NOLA: Compressing LoRA using Linear Combination of Random Basis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #259
Fast Hyperboloid Decision Tree Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #114
Improving Non-Transferable Representation Learning by Harnessing Content and Style
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #176
A Variational Framework for Estimating Continuous Treatment Effects with Measurement Error
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #261
Learning to Make Adherence-aware Advice
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #237
High Fidelity Neural Audio Compression
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #149
Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #262
Fusing Models with Complementary Expertise
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #195
Making RL with Preference-based Feedback Efficient via Randomization
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #126
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #263
Reinforcement Symbolic Regression Machine
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #264
BRUSLEATTACK: A QUERY-EFFICIENT SCORE- BASED BLACK-BOX SPARSE ADVERSARIAL ATTACK
[
Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #207
Augmented Bayesian Policy Search
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #192
Estimating Conditional Mutual Information for Dynamic Feature Selection
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #24
Adversarial AutoMixup
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #277
WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #233
Exposing Text-Image Inconsistency Using Diffusion Models
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #14
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #137
Massive Editing for Large Language Models via Meta Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #202
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #74
SyncDreamer: Generating Multiview-consistent Images from a Single-view Image
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #12
Diving Segmentation Model into Pixels
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #292
Learning to Jointly Understand Visual and Tactile Signals
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #187
A path-norm toolkit for modern networks: consequences, promises and challenges
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #254
Training-free Multi-objective Diffusion Model for 3D Molecule Generation
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #95
Rethinking Label Poisoning for GNNs: Pitfalls and Attacks
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OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #271
Learning Hierarchical Image Segmentation For Recognition and By Recognition
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Slides]
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OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #175
Time-Efficient Reinforcement Learning with Stochastic Stateful Policies
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OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #103
MiniLLM: Knowledge Distillation of Large Language Models
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Poster]
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OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #241
Curiosity-driven Red-teaming for Large Language Models
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OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #156
REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning
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OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #108
Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning
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OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #89
SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases
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Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #31
BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics
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Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #45
Vision Transformers Need Registers
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #227
Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks
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Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #9
Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality
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Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #288
Predicting Emergent Abilities with Infinite Resolution Evaluation
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #290
On Diffusion Modeling for Anomaly Detection
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OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #223
Time-Varying Propensity Score to Bridge the Gap between the Past and Present
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #252
Alleviating Exposure Bias in Diffusion Models through Sampling with Shifted Time Steps
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Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #297
Conformal Prediction via Regression-as-Classification
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #300
Uni3D: Exploring Unified 3D Representation at Scale
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OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #22
Language-Informed Visual Concept Learning
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #250
Unveiling Options with Neural Network Decomposition
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #251
Towards the Fundamental Limits of Knowledge Transfer over Finite Domains
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OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #144
Quantifying and Enhancing Multi-modal Robustness with Modality Preference
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #255
Improved Techniques for Training Consistency Models
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #260
SmartPlay : A Benchmark for LLMs as Intelligent Agents
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #210
Belief-Enriched Pessimistic Q-Learning against Adversarial State Perturbations
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #155
Batch normalization is sufficient for universal function approximation in CNNs
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #273
A Benchmark Study on Calibration
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Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #105
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data
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Slides]
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Poster]
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OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #136
GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher
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Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #32
Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #7
Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #123
Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #131
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #4
Hard-Constrained Deep Learning for Climate Downscaling
[
JMLR]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #67
Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #134
RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #72
On the Stability of Iterative Retraining of Generative Models on their own Data
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Slides]
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Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #272
Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness
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Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #43
Skip-Attention: Improving Vision Transformers by Paying Less Attention
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #25
LRM: Large Reconstruction Model for Single Image to 3D
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Poster]
[
OpenReview]
Poster
Tue May 07 07:30 AM -- 09:30 AM (PDT) @ Halle B #236
Holistic Evaluation of Language Models
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