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In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #54
Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization
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OpenReview]
Virtual presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #100
Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach
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Poster]
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OpenReview]
Virtual presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #127
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #135
Selective Frequency Network for Image Restoration
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #70
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #38
Complexity-Based Prompting for Multi-step Reasoning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #57
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #37
Ask Me Anything: A simple strategy for prompting language models
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #56
Human Motion Diffusion Model
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #55
NTFields: Neural Time Fields for Physics-Informed Robot Motion Planning
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #35
On the Usefulness of Embeddings, Clusters and Strings for Text Generation Evaluation
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #34
Temporal Coherent Test Time Optimization for Robust Video Classification
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #53
UNIFIED-IO: A Unified Model for Vision, Language, and Multi-modal Tasks
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #33
Mass-Editing Memory in a Transformer
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #52
Robust Scheduling with GFlowNets
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #32
TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #51
In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #31
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #50
Open-Vocabulary Object Detection upon Frozen Vision and Language Models
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #30
H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #49
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #29
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #48
Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #28
Iterative Circuit Repair Against Formal Specifications
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #47
Hidden Markov Transformer for Simultaneous Machine Translation
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #27
An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #46
DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #26
Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #45
Code Translation with Compiler Representations
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #25
Iterative Patch Selection for High-Resolution Image Recognition
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #44
MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #24
Learning Iterative Neural Optimizers for Image Steganography
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #43
Associative Memory Augmented Asynchronous Spatiotemporal Representation Learning for Event-based Perception
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #23
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #42
FIGARO: Controllable Music Generation using Learned and Expert Features
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #22
General Neural Gauge Fields
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #41
Preserving Pre-trained Features Helps Calibrate Fine-tuned Language Models
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #21
Grounding Graph Network Simulators using Physical Sensor Observations
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In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #40
$\mathscr{N}$-WL: A New Hierarchy of Expressivity for Graph Neural Networks
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #20
Spatial Attention Kinetic Networks with E(n)-Equivariance
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #39
ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #58
Decomposed Prompting: A Modular Approach for Solving Complex Tasks
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #77
Bit-Pruning: A Sparse Multiplication-Less Dot-Product
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #78
Over-Training with Mixup May Hurt Generalization
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #60
Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #79
Can CNNs Be More Robust Than Transformers?
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #61
Scaffolding a Student to Instill Knowledge
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #80
Constraining Representations Yields Models That Know What They Don't Know
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #62
TVSPrune - Pruning Non-discriminative filters via Total Variation separability of intermediate representations without fine tuning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #81
MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #63
Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #82
Decoupled Training for Long-Tailed Classification With Stochastic Representations
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In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #64
REPAIR: REnormalizing Permuted Activations for Interpolation Repair
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #83
Feature Reconstruction From Outputs Can Mitigate Simplicity Bias in Neural Networks
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #65
Gradient Gating for Deep Multi-Rate Learning on Graphs
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #67
The Symmetric Generalized Eigenvalue Problem as a Nash Equilibrium
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #86
Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #87
PASHA: Efficient HPO and NAS with Progressive Resource Allocation
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In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #69
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #88
Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics
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In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #89
Learning where and when to reason in neuro-symbolic inference
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #71
LAVA: Data Valuation without Pre-Specified Learning Algorithms
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #72
Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #91
Neural Optimal Transport
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #73
DreamFusion: Text-to-3D using 2D Diffusion
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #92
Diffusion Models Already Have A Semantic Latent Space
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #74
Diffusion Posterior Sampling for General Noisy Inverse Problems
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #93
Generative Modelling with Inverse Heat Dissipation
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #75
Discrete Predictor-Corrector Diffusion Models for Image Synthesis
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #94
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #76
Explicitly Minimizing the Blur Error of Variational Autoencoders
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #95
Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #114
Prompt-to-Prompt Image Editing with Cross-Attention Control
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #133
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #113
Factorized Fourier Neural Operators
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #132
Competitive Physics Informed Networks
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #112
Learning Symbolic Models for Graph-structured Physical Mechanism
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #131
Improved Training of Physics-Informed Neural Networks Using Energy-Based Priors: a Study on Electrical Impedance Tomography
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #111
Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #130
Protein Representation Learning by Geometric Structure Pretraining
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #110
Uni-Mol: A Universal 3D Molecular Representation Learning Framework
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #129
Computational Language Acquisition with Theory of Mind
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #109
Exploring perceptual straightness in learned visual representations
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #128
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #108
CUTS: Neural Causal Discovery from Irregular Time-Series Data
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #107
Diffusion Models for Causal Discovery via Topological Ordering
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #126
Accurate Bayesian Meta-Learning by Accurate Task Posterior Inference
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #106
Trading Information between Latents in Hierarchical Variational Autoencoders
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #125
Neural Causal Models for Counterfactual Identification and Estimation
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #105
Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #124
Scaling up and Stabilizing Differentiable Planning with Implicit Differentiation
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #104
SpeedyZero: Mastering Atari with Limited Data and Time
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #148
Optimal Transport for Offline Imitation Learning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #123
Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #103
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #122
Policy Expansion for Bridging Offline-to-Online Reinforcement Learning
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #102
The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #121
Multi-skill Mobile Manipulation for Object Rearrangement
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #101
Near-optimal Policy Identification in Active Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #120
Powderworld: A Platform for Understanding Generalization via Rich Task Distributions
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #119
Minimum Description Length Control
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #99
BC-IRL: Learning Generalizable Reward Functions from Demonstrations
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #118
Become a Proficient Player with Limited Data through Watching Pure Videos
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #98
Learning About Progress From Experts
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #117
Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #97
Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #116
A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #96
POPGym: Benchmarking Partially Observable Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #115
Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #153
Global Explainability of GNNs via Logic Combination of Learned Concepts
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #154
Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #136
Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #155
An Exact Poly-Time Membership-Queries Algorithm for Extracting a Three-Layer ReLU Network
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #137
Fairness and Accuracy under Domain Generalization
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #156
Variational Information Pursuit for Interpretable Predictions
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #138
Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #157
Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #139
Measure the Predictive Heterogeneity
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #158
MultiViz: Towards Visualizing and Understanding Multimodal Models
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Poster]
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #140
Effects of Graph Convolutions in Multi-layer Networks
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Slides]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #159
Memorization Capacity of Neural Networks with Conditional Computation
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OpenReview]
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #141
Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #142
Constructive TT-representation of the tensors given as index interaction functions with applications
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #161
Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #143
Uniform-in-time propagation of chaos for the mean-field gradient Langevin dynamics
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #162
Information-Theoretic Analysis of Unsupervised Domain Adaptation
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Poster]
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OpenReview]
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #144
Modeling content creator incentives on algorithm-curated platforms
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #163
Optimizing Spca-based Continual Learning: A Theoretical Approach
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #164
Amortised Invariance Learning for Contrastive Self-Supervision
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Poster]
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #146
Unsupervised visualization of image datasets using contrastive learning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #165
Self-Supervised Set Representation Learning for Unsupervised Meta-Learning
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #147
Temperature Schedules for self-supervised contrastive methods on long-tail data
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OpenReview]
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #166
The hidden uniform cluster prior in self-supervised learning
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Poster]
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OpenReview]