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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #148
A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #38
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #57
Globally Injective ReLU Networks
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JMLR]
In-Person Poster presentation / top 5% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #37
View Synthesis with Sculpted Neural Points
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #56
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language
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Poster]
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #36
Calibrating Sequence likelihood Improves Conditional Language Generation
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #55
DocPrompting: Generating Code by Retrieving the Docs
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Poster]
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #35
DamoFD: Digging into Backbone Design on Face Detection
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Poster]
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In-Person Poster presentation / top 5% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #54
Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #34
Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #53
Selective Annotation Makes Language Models Better Few-Shot Learners
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #33
The KFIoU Loss for Rotated Object Detection
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Poster]
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #52
$\mathrm{SE}(3)$-Equivariant Attention Networks for Shape Reconstruction in Function Space
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OpenReview]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #32
Perfectly Secure Steganography Using Minimum Entropy Coupling
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #51
SLTUNET: A Simple Unified Model for Sign Language Translation
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #31
VA-DepthNet: A Variational Approach to Single Image Depth Prediction
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Poster]
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In-Person Poster presentation / top 5% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #50
Visual Classification via Description from Large Language Models
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #30
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation
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Poster]
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #49
Proactive Multi-Camera Collaboration for 3D Human Pose Estimation
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OpenReview]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #29
AnyDA: Anytime Domain Adaptation
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #48
SMART: Sentences as Basic Units for Text Evaluation
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #28
GAIN: On the Generalization of Instructional Action Understanding
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #47
Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #27
Red PANDA: Disambiguating Image Anomaly Detection by Removing Nuisance Factors
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #46
Equivariant Descriptor Fields: SE(3)-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #26
Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions
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OpenReview]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #45
Policy Pre-training for Autonomous Driving via Self-supervised Geometric Modeling
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #25
Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching
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Poster]
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #44
Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs
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In-Person Poster presentation / top 5% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #24
Graph Neural Networks for Link Prediction with Subgraph Sketching
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OpenReview]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #43
Confidence-Based Feature Imputation for Graphs with Partially Known Features
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #23
Sparse tree-based Initialization for Neural Networks
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Poster]
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In-Person Poster presentation / top 5% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #42
REVISITING PRUNING AT INITIALIZATION THROUGH THE LENS OF RAMANUJAN GRAPH
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OpenReview]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #22
Self-Stabilization: The Implicit Bias of Gradient Descent at the Edge of Stability
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #41
Liquid Structural State-Space Models
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #21
Predictive Inference with Feature Conformal Prediction
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #20
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #39
Out-of-distribution Detection with Implicit Outlier Transformation
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OpenReview]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #58
Improving Deep Regression with Ordinal Entropy
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #77
How I Learned to Stop Worrying and Love Retraining
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #59
Distilling Model Failures as Directions in Latent Space
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #78
Efficient Edge Inference by Selective Query
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #60
Understanding Zero-shot Adversarial Robustness for Large-Scale Models
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #79
A Primal-Dual Framework for Transformers and Neural Networks
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #80
Hungry Hungry Hippos: Towards Language Modeling with State Space Models
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #62
Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #81
Efficient recurrent architectures through activity sparsity and sparse back-propagation through time
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #63
Diversify and Disambiguate: Out-of-Distribution Robustness via Disagreement
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #82
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image
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OpenReview]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #64
How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #83
A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #65
Surgical Fine-Tuning Improves Adaptation to Distribution Shifts
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #84
Linear Connectivity Reveals Generalization Strategies
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #66
PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #85
Learning with Logical Constraints but without Shortcut Satisfaction
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #67
Confidence Estimation Using Unlabeled Data
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #68
NORM: Knowledge Distillation via N-to-One Representation Matching
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OpenReview]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #87
Does Deep Learning Learn to Abstract? A Systematic Probing Framework
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #69
The Influence of Learning Rule on Representation Dynamics in Wide Neural Networks
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #88
A Generalized Projected Bellman Error for Off-policy Value Estimation in Reinforcement Learning
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JMLR]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #70
Is Forgetting Less a Good Inductive Bias for Forward Transfer?
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #89
Deep Learning on Implicit Neural Representations of Shapes
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Poster]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #71
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #90
Bispectral Neural Networks
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Poster]
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OpenReview]
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Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #72
Bias Propagation in Federated Learning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #91
On The Inadequacy of Optimizing Alignment and Uniformity in Contrastive Learning of Sentence Representations
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #73
Relative representations enable zero-shot latent space communication
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Poster]
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In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #92
No Reason for No Supervision: Improved Generalization in Supervised Models
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #74
DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #93
Recursive Time Series Data Augmentation
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #75
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #94
Leveraging Importance Weights in Subset Selection
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #76
Generative Modeling Helps Weak Supervision (and Vice Versa)
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #95
Discovering Evolution Strategies via Meta-Black-Box Optimization
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #114
DAG Learning on the Permutahedron
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #133
Kernel Neural Optimal Transport
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #113
DiGress: Discrete Denoising diffusion for graph generation
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #132
Neural Architecture Design and Robustness: A Dataset
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Slides]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #112
An Extensible Multi-modal Multi-task Object Dataset with Materials
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #131
ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #111
FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #130
Clifford Neural Layers for PDE Modeling
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #110
A Self-Attention Ansatz for Ab-initio Quantum Chemistry
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #129
Learning differentiable solvers for systems with hard constraints
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #109
Learning Domain-Agnostic Representation for Disease Diagnosis
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #128
GAMR: A Guided Attention Model for (visual) Reasoning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #108
RandProx: Primal-Dual Optimization Algorithms with Randomized Proximal Updates
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #127
Finding Actual Descent Directions for Adversarial Training
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #107
DASHA: Distributed Nonconvex Optimization with Communication Compression and Optimal Oracle Complexity
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #126
Solving Constrained Variational Inequalities via a First-order Interior Point-based Method
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #106
LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #125
An Adaptive Policy to Employ Sharpness-Aware Minimization
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #105
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #124
FedExP: Speeding Up Federated Averaging via Extrapolation
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #104
Multi-Objective Online Learning
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #123
Single-shot General Hyper-parameter Optimization for Federated Learning
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #103
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #122
Robustness to corruption in pre-trained Bayesian neural networks
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #102
Particle-based Variational Inference with Preconditioned Functional Gradient Flow
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #167
Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #121
Calibrating Transformers via Sparse Gaussian Processes
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #101
Measuring axiomatic soundness of counterfactual image models
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #120
Latent State Marginalization as a Low-cost Approach for Improving Exploration
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #100
Model-based Causal Bayesian Optimization
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #119
Hybrid RL: Using both offline and online data can make RL efficient
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #99
Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #118
Generating Diverse Cooperative Agents by Learning Incompatible Policies
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In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #98
User-Interactive Offline Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #117
Simple Emergent Action Representations from Multi-Task Policy Training
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #86
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #97
Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #61
Planning with Sequence Models through Iterative Energy Minimization
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #40
Localized Randomized Smoothing for Collective Robustness Certification
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #116
Energy-based Out-of-Distribution Detection for Graph Neural Networks
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #96
Robust Explanation Constraints for Neural Networks
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #115
Strategic Classification with Graph Neural Networks
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #134
Discovering Latent Knowledge in Language Models Without Supervision
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #153
Concept Gradient: Concept-based Interpretation Without Linear Assumption
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #135
A law of adversarial risk, interpolation, and label noise
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #154
Measuring Forgetting of Memorized Training Examples
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #136
Progress measures for grokking via mechanistic interpretability
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #155
Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #137
CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #156
Individual Privacy Accounting with Gaussian Differential Privacy
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #138
Temporal Dependencies in Feature Importance for Time Series Prediction
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #157
Explaining RL Decisions with Trajectories
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #139
Stochastic Differentially Private and Fair Learning
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #158
Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #140
How robust is unsupervised representation learning to distribution shift?
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Poster]
[
OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #159
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #141
On the Saturation Effect of Kernel Ridge Regression
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #160
Characterizing the spectrum of the NTK via a power series expansion
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Poster]
[
OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #142
Collaborative Pure Exploration in Kernel Bandit
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Poster]
[
OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #161
Learning ReLU networks to high uniform accuracy is intractable
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Slides]
[
Poster]
[
OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #143
Understanding The Robustness of Self-supervised Learning Through Topic Modeling
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Poster]
[
OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #162
Bidirectional Language Models Are Also Few-shot Learners
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Poster]
[
OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #144
Self-Supervised Category-Level Articulated Object Pose Estimation with Part-Level SE(3) Equivariance
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Poster]
[
OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #163
From $t$-SNE to UMAP with contrastive learning
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Poster]
[
OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #145
Simplicial Embeddings in Self-Supervised Learning and Downstream Classification
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OpenReview]
In-Person Poster presentation / top 25% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #164
Corrupted Image Modeling for Self-Supervised Visual Pre-Training
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OpenReview]
In-Person Poster presentation / top 5% paper
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #146
SimPer: Simple Self-Supervised Learning of Periodic Targets
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Poster]
[
OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #165
What Do Self-Supervised Vision Transformers Learn?
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Poster]
[
OpenReview]
In-Person Poster presentation / poster accept
Wed May 03 02:30 AM -- 04:30 AM (PDT) @ MH1-2-3-4 #147
Human-level Atari 200x faster
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OpenReview]