Representation Learning

MatExpert: Decomposing Materials Discovery By Mimicking Human Experts ICLR 2025 MathD2: Towards Disambiguation of Mathematical Terms ACL 2025 Matryoshka Multimodal Models ICLR 2025 Maximum Score Routing For Mixture-of-Experts ACL 2025 Max-Mahalanobis Anchors Guidance for Multi-View Clustering AAAI 2025 MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation CVPR 2025 Meaningful Pose-Based Sign Language Evaluation EMNLP 2025 Meaning Variation and Data Quality in the Corpus of Founding Era American English ACL 2025 Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025 Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric ACL 2025 Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models AAAI 2025 Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting EMNLP 2025 Mechanistic Permutability: Match Features Across Layers ICLR 2025 MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations CVPR 2025 MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection IJCAI 2025 Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025 Memorization Sinks: Isolating Memorization during LLM Training ICML 2025 Memory Mosaics ICLR 2025 MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025 Merge-Friendly Post-Training Quantization for Multi-Target Domain Adaptation ICML 2025 MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images CVPR 2025 MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization CVPR 2025 MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning ACL 2025 MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization ICCV 2025 Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction IJCAI 2025