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In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #137
GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #98
How to prepare your task head for finetuning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #60
Understanding Edge-of-Stability Training Dynamics with a Minimalist Example
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #41
MaskViT: Masked Visual Pre-Training for Video Prediction
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #75
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play
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Poster]
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OpenReview]
Virtual presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #92
Understanding DDPM Latent Codes Through Optimal Transport
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OpenReview]
Virtual presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #52
DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #86
A Neural Mean Embedding Approach for Back-door and Front-door Adjustment
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #38
GLM-130B: An Open Bilingual Pre-trained Model
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #57
An efficient encoder-decoder architecture with top-down attention for speech separation
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #37
Characterizing intrinsic compositionality in transformers with Tree Projections
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #56
Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #36
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #55
3D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #35
Light Sampling Field and BRDF Representation for Physically-based Neural Rendering
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #54
Generating Sequences by Learning to Self-Correct
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #34
Rethinking skip connection model as a learnable Markov chain
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #53
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #33
Masked Vision and Language Modeling for Multi-modal Representation Learning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #32
Explaining Temporal Graph Models through an Explorer-Navigator Framework
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #51
Trainability Preserving Neural Pruning
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #31
Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #50
Neural Networks and the Chomsky Hierarchy
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #30
Mega: Moving Average Equipped Gated Attention
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #49
Fisher-Legendre (FishLeg) optimization of deep neural networks
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #29
Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #48
Can discrete information extraction prompts generalize across language models?
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #28
Token Merging: Your ViT But Faster
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #47
How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression?
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #27
Broken Neural Scaling Laws
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In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #46
Softened Symbol Grounding for Neuro-symbolic Systems
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #45
Continuous-time identification of dynamic state-space models by deep subspace encoding
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #25
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #44
A VAE for Transformers with Nonparametric Variational Information Bottleneck
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #24
Cross-Layer Retrospective Retrieving via Layer Attention
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #43
Avoiding spurious correlations via logit correction
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #23
Mitigating Dataset Bias by Using Per-Sample Gradient
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #42
Test-Time Adaptation via Self-Training with Nearest Neighbor Information
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #22
LPT: Long-tailed Prompt Tuning for Image Classification
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #21
Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #40
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #20
Continual Unsupervised Disentangling of Self-Organizing Representations
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #39
Editing models with task arithmetic
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #58
Learning Group Importance using the Differentiable Hypergeometric Distribution
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In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #77
TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #59
Towards Better Selective Classification
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #78
Structure by Architecture: Structured Representations without Regularization
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #79
Learning on Large-scale Text-attributed Graphs via Variational Inference
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #61
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #72
Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #80
NeRN: Learning Neural Representations for Neural Networks
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #62
Learning to Induce Causal Structure
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #81
On the Soft-Subnetwork for Few-Shot Class Incremental Learning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #63
Learning to reason over visual objects
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #82
QAID: Question Answering Inspired Few-shot Intent Detection
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #64
Contrastive Meta-Learning for Partially Observable Few-Shot Learning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #83
Learning topology-preserving data representations
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #65
DAG Matters! GFlowNets Enhanced Explainer for Graph Neural Networks
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #84
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #66
Unsupervised Manifold Alignment with Joint Multidimensional Scaling
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #85
Deconstructing Distributions: A Pointwise Framework of Learning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #67
Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #68
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #87
Diffusion-based Image Translation using disentangled style and content representation
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #69
Finding the Global Semantic Representation in GAN through Fréchet Mean
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In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #88
Interaction-Based Disentanglement of Entities for Object-Centric World Models
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #116
Domain Generalization via Heckman-type Selection Models
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #70
Matching receptor to odorant with protein language and graph neural networks
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #89
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #71
Compressing multidimensional weather and climate data into neural networks
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #90
Conditional Antibody Design as 3D Equivariant Graph Translation
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #91
Phase2vec: dynamical systems embedding with a physics-informed convolutional network
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #73
Protein Sequence and Structure Co-Design with Equivariant Translation
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #74
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #93
Interpretable Geometric Deep Learning via Learnable Randomness Injection
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #94
Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #76
D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #95
Understanding Neural Coding on Latent Manifolds by Sharing Features and Dividing Ensembles
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #114
A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #133
How gradient estimator variance and bias impact learning in neural networks
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #132
Hebbian Deep Learning Without Feedback
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #112
Disentanglement with Biological Constraints: A Theory of Functional Cell Types
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #131
Multi-objective optimization via equivariant deep hypervolume approximation
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #111
Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #130
Why (and When) does Local SGD Generalize Better than SGD?
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #110
EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #129
Denoising Diffusion Samplers
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #109
Weighted Clock Logic Point Process
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #128
Causal Balancing for Domain Generalization
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #108
Dynamic Update-to-Data Ratio: Minimizing World Model Overfitting
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #127
Q-Pensieve: Boosting Sample Efficiency of Multi-Objective RL Through Memory Sharing of Q-Snapshots
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #107
A Control-Centric Benchmark for Video Prediction
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #126
Preference Transformer: Modeling Human Preferences using Transformers for RL
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #106
Emergence of Maps in the Memories of Blind Navigation Agents
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #125
Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #105
Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #124
Learning Achievement Structure for Structured Exploration in Domains with Sparse Reward
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #104
Learning Soft Constraints From Constrained Expert Demonstrations
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #103
LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #122
MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #102
RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #121
The In-Sample Softmax for Offline Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #101
Does Zero-Shot Reinforcement Learning Exist?
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #120
Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #100
DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal Systems
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #119
Safe Reinforcement Learning From Pixels Using a Stochastic Latent Representation
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #99
Performance Bounds for Model and Policy Transfer in Hidden-parameter MDPs
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #118
VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #117
Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #113
Neuroevolution is a Competitive Alternative to Reinforcement Learning for Skill Discovery
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #96
Quantifying Memorization Across Neural Language Models
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #115
Fooling SHAP with Stealthily Biased Sampling
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #134
Valid P-Value for Deep Learning-driven Salient Region
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #153
UNICORN: A Unified Backdoor Trigger Inversion Framework
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #135
Human-Guided Fair Classification for Natural Language Processing
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #154
Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #136
Sound Randomized Smoothing in Floating-Point Arithmetic
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #155
Provable Defense Against Geometric Transformations
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Slides]
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #156
Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #138
Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #157
Equal Improvability: A New Fairness Notion Considering the Long-term Impact
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #139
On the Perils of Cascading Robust Classifiers
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #158
Learning to Estimate Shapley Values with Vision Transformers
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #159
Neural-based classification rule learning for sequential data
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #141
Machine Unlearning of Federated Clusters
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #160
Multimodal Federated Learning via Contrastive Representation Ensemble
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #142
A new characterization of the edge of stability based on a sharpness measure aware of batch gradient distribution
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #161
On The Relative Error of Random Fourier Features for Preserving Kernel Distance
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #143
A General Framework For Proving The Equivariant Strong Lottery Ticket Hypothesis
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #162
Contextual bandits with concave rewards, and an application to fair ranking
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #144
Why adversarial training can hurt robust accuracy
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #163
Continuous pseudo-labeling from the start
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Slides]
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #145
Neural Groundplans: Persistent Neural Scene Representations from a Single Image
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #164
A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification
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Slides]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #165
Hyperbolic Self-paced Learning for Self-supervised Skeleton-based Action Representations
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #147
Identifiability Results for Multimodal Contrastive Learning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #166
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #148
Guiding Safe Exploration with Weakest Preconditions
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OpenReview]