Representation Learning

Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model CVPR 2025 Quality Measures for Dynamic Graph Generative Models ICLR 2025 Quantifying Lexical Semantic Shift via Unbalanced Optimal Transport ACL 2025 Quantifying Memory Utilization with Effective State-Size ICML 2025 Quantifying Phonosemantic Iconicity Distributionally in 6 Languages IJCNLP 2025 Quantifying Semantic Emergence in Language Models ACL 2025 Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation AAAI 2025 Query Efficient Black-Box Visual Prompting with Subspace Learning CVPR 2025 Query-focused Referentiability Learning for Zero-shot Retrieval NAACL 2025 Question-guided Insights Generation for Automated Exploratory Data Analysis AAAI 2025 Racing Thoughts: Explaining Contextualization Errors in Large Language Models NAACL 2025 Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling CVPR 2025 RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation ICCV 2025 RainCityNLP at BioLaySumm2025: Extract then Summarize at Home ACL 2025 Random Feature Representation Boosting ICML 2025 Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks EMNLP 2025 Range, not Independence, Drives Modularity in Biologically Inspired Representations ICLR 2025 RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings CVPR 2025 Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025 Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion ACL 2025 RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025 Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time CVPR 2025 Rationalizing and Augmenting Dynamic Graph Neural Networks ICLR 2025 RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025 RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation WACV 2025