Multimodal Learning

Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025 Aligning VLM Assistants with Personalized Situated Cognition ACL 2025 Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement CVPR 2025 AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment CVPR 2025 Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025 AlignMMBench: Evaluating Chinese Multimodal Alignment in Large Vision-Language Models ACL 2025 Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback ACL 2025 Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation ICCV 2025 All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark EMNLP 2025 All in One: Visual-Description-Guided Unified Point Cloud Segmentation ICCV 2025 All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 ALLVB: All-in-One Long Video Understanding Benchmark AAAI 2025 (Almost) Free Modality Stitching of Foundation Models EMNLP 2025 AlphaGAT: A Two-Stage Learning Approach for Adaptive Portfolio Selection IJCAI 2025 A Machine Learning Approach to Duality in Statistical Physics ICML 2025 AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering EMNLP 2025 Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection COLING 2025 Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025 AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ACL 2025 AMCrawl: An Arabic Web-Scale Dataset of Interleaved Image-Text Documents and Image-Text Pairs EMNLP 2025 AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders EMNLP 2025 A Multi-Focus-Driven Multi-Branch Network for Robust Multimodal Sentiment Analysis AAAI 2025 A Multimodal Chinese Dataset for Cross-lingual Sarcasm Detection Interspeech 2025 A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation NAACL 2025 A Multimodal Recaptioning Framework to Account for Perceptual Diversity Across Languages in Vision-Language Modeling IJCNLP 2025