Representation Learning

What can Large Language Models Capture about Code Functional Equivalence? NAACL 2025 What Can We Learn From MIMO Graph Convolutions? IJCAI 2025 What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning EMNLP 2025 What Makes for Good Image Captions? EMNLP 2025 What’s in a prompt? Language models encode literary style in prompt embeddings EMNLP 2025 When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline AAAI 2025 ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025 Zero-Shot Blind-spot Image Denoising via Implicit Neural Sampling CVPR 2025 Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025 3D Face Tracking from 2D Video through Iterative Dense UV to Image Flow CVPR 2024 4D-fy: Text-to-4D Generation Using Hybrid Score Distillation Sampling CVPR 2024 A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets NeurIPS 2024 Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NeurIPS 2024 A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization NeurIPS 2024 Accelerating physics-informed neural fields for fast CT perfusion analysis in acute ischemic stroke MIDL 2024 Accept the Modality Gap: An Exploration in the Hyperbolic Space CVPR 2024 Activity-Biometrics: Person Identification from Daily Activities CVPR 2024 Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation EMNLP 2024 Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024 Adaptive Robust Learning using Latent Bernoulli Variables ICML 2024 Adaptive Slot Attention: Object Discovery with Dynamic Slot Number CVPR 2024 Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval AAAI 2024 Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024 A General Protocol to Probe Large Vision Models for 3D Physical Understanding NeurIPS 2024 A Generative Model of Symmetry Transformations NeurIPS 2024