Multimodal Learning

Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification CVPR 2025 MoEdit: On Learning Quantity Perception for Multi-object Image Editing CVPR 2025 MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models AAAI 2025 Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025 Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training CVPR 2025 mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025 MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models CVPR 2025 MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls AAAI 2025 Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level CVPR 2025 MotionMap: Representing Multimodality in Human Pose Forecasting CVPR 2025 Motion Prior Knowledge Learning with Homogeneous Language Descriptions for Moving Infrared Small Target Detection AAAI 2025 MotiR: Motivation-aware Retrieval for Long-Tail Recommendation ACL 2025 Movie101v2: Improved Movie Narration Benchmark ACL 2025 Movie Weaver: Tuning-Free Multi-Concept Video Personalization with Anchored Prompts CVPR 2025 MP-GUI: Modality Perception with MLLMs for GUI Understanding CVPR 2025 MPL: Multiple Programming Languages with Large Language Models for Information Extraction ACL 2025 mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025 MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning ICML 2025 MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition AAAI 2025 MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading AAAI 2025 MultiBooth: Towards Generating All Your Concepts in an Image from Text AAAI 2025 Multi-Facet Blending for Faceted Query-by-Example Retrieval ACL 2025 Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness EMNLP 2025 Multi-fingered Hand Grasps with Visuo-Tactile Fusion via Multi-Agent Deep Reinforcement Learning AAAI 2025 Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition AAAI 2025