Representation Learning

When Can We Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis? AAAI 2025 When does compositional structure yield compositional generalization? A kernel theory. ICLR 2025 When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach CVPR 2025 When do neural networks learn world models? ICML 2025 When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline AAAI 2025 When Schrodinger Bridge Meets Real-World Image Dehazing with Unpaired Training ICCV 2025 When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025 Where do LLMs Encode the Knowledge to Assess the Ambiguity? COLING 2025 Which Attention Heads Matter for In-Context Learning? ICML 2025 Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression ICLR 2025 Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages EMNLP 2025 WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning ACL 2025 Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025 Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025 WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network AAAI 2025 WIPES: Wavelet-based Visual Primitives ICCV 2025 Word2Passage: Word-level Importance Re-weighting for Query Expansion ACL 2025 Word boundaries and the morphology-syntax trade-off COLING 2025 Words of Warmth: Trust and Sociability Norms for over 26k English Words ACL 2025 Wrapped Partial Label Dimensionality Reduction via Dependence Maximization IJCAI 2025 WyckoffDiff – A Generative Diffusion Model for Crystal Symmetry ICML 2025 Wyckoff Transformer: Generation of Symmetric Crystals ICML 2025 xCoRe: Cross-context Coreference Resolution EMNLP 2025 X-KAN: Optimizing Local Kolmogorov-Arnold Networks via Evolutionary Rule-Based Machine Learning IJCAI 2025 XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification IJCNLP 2025