Representation Learning

Rethinking Word Similarity: Semantic Similarity through Classification Confusion NAACL 2025 Retrieval-Augmented Perception: High-resolution Image Perception Meets Visual RAG ICML 2025 Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025 RetroInText: A Multimodal Large Language Model Enhanced Framework for Retrosynthetic Planning via In-Context Representation Learning ICLR 2025 RetroMoE: A Mixture-of-Experts Latent Translation Framework for Single-step Retrosynthesis IJCAI 2025 Revealing Key Details to See Differences: A Novel Prototypical Perspective for Skeleton-based Action Recognition CVPR 2025 Revelio: Interpreting and leveraging semantic information in diffusion models ICCV 2025 Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025 Reverse Thinking Makes LLMs Stronger Reasoners NAACL 2025 ReVISE: Learning to Refine at Test-Time via Intrinsic Self-Verification ICML 2025 Revisiting Convolution Architecture in the Realm of DNA Foundation Models ICLR 2025 Revisiting In-context Learning Inference Circuit in Large Language Models ICLR 2025 Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective COLING 2025 Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025 Revisiting Machine Unlearning with Dimensional Alignment WACV 2025 Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning ICCV 2025 Revisiting Random Walks for Learning on Graphs ICLR 2025 Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation ACL 2025 Reward-free World Models for Online Imitation Learning ICML 2025 RFL: Simplifying Chemical Structure Recognition with Ring-Free Language AAAI 2025 Richer Semantics, Better Alignment: Aligning Visual Features with Explicit and Enriched Semantics for Visible-Infrared Person Re-Identification IJCAI 2025 Riding the Wave: Multi-Scale Spatial-Temporal Graph Learning for Highway Traffic Flow Prediction Under Overload Scenarios IJCAI 2025 Riemann-based Multi-scale Attention Reasoning Network for Text-3D Retrieval AAAI 2025 RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction AAAI 2025 RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning ICML 2025