Representation Learning

ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data AAAI 2025 Sticking to the Mean: Detecting Sticky Tokens in Text Embedding Models ACL 2025 STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation CVPR 2025 Stochastic Encodings for Active Feature Acquisition ICML 2025 Stochasticity-aware No-Reference Point Cloud Quality Assessment IJCAI 2025 Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025 Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy EMNLP 2025 ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025 Stroke2Sketch: Harnessing Stroke Attributes for Training-Free Sketch Generation ICCV 2025 StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025 Structural Entropy Guided Probabilistic Coding AAAI 2025 Structure-Aware Correspondence Learning for Relative Pose Estimation CVPR 2025 Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning ICCV 2025 Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025 Structured Pruning for Diverse Best-of-N Reasoning Optimization ACL 2025 Structure Language Models for Protein Conformation Generation ICLR 2025 StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025 STRUX: An LLM for Decision-Making with Structured Explanations NAACL 2025 ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting IJCAI 2025 Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning ICLR 2025 Studying the Representation of the LGBTQ+ Community in RuPaul’s Drag Race with LLM-Based Topic Modeling NAACL 2025 StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025 Style Quantization for Data-Efficient GAN Training CVPR 2025 StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style Transfer CVPR 2025 Subgraph Invariant Learning Towards Large-Scale Graph Node Classification AAAI 2025