Representation Learning

Sparsh: Self-supervised touch representations for vision-based tactile sensing CoRL 2024 Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024 Spatio-Spectral Graph Neural Networks NeurIPS 2024 SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework EMNLP 2024 StackEval: Benchmarking LLMs in Coding Assistance NeurIPS 2024 State Chrono Representation for Enhancing Generalization in Reinforcement Learning NeurIPS 2024 Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements CVPR 2024 Stereographic Spherical Sliced Wasserstein Distances ICML 2024 Stochastic Concept Bottleneck Models NeurIPS 2024 Stochastic positional embeddings improve masked image modeling ICML 2024 Story Embeddings — Narrative-Focused Representations of Fictional Stories EMNLP 2024 SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning NeurIPS 2024 Subhomogeneous Deep Equilibrium Models ICML 2024 Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques NeurIPS 2024 Suppressing Uncertainty in Gaze Estimation AAAI 2024 Tab2Text - A framework for deep learning with tabular data EMNLP 2024 Targeted Representation Alignment for Open-World Semi-Supervised Learning CVPR 2024 Taylor Videos for Action Recognition ICML 2024 Temporal Dependencies and Spatio-Temporal Patterns of Time Series Models AAAI 2024 Test-Time Linear Out-of-Distribution Detection CVPR 2024 T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings EMNLP 2024 The Balanced-Pairwise-Affinities Feature Transform ICML 2024 The Effective Number of Shared Dimensions Between Paired Datasets AISTATS 2024