Multimodal Learning

MODA: MOdular Duplex Attention for Multimodal Perception, Cognition, and Emotion Understanding ICML 2025 Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification ACL 2025 Modeling dynamic social vision highlights gaps between deep learning and humans ICLR 2025 Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning ICLR 2025 Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent ICML 2025 Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification CVPR 2025 Model Merging to Maintain Language-Only Performance in Developmentally Plausible Multimodal Models EMNLP 2025 MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining CVPR 2025 Modgenix at SemEval-2025 Task 1: Context Aware Vision Language Ranking (CAViLR) for Multimodal Idiomaticity Understanding SemEval 2025 MoDiTalker: Motion-Disentangled Diffusion Model for High-Fidelity Talking Head Generation AAAI 2025 ModRWKV: Transformer Multimodality in Linear Time EMNLP 2025 Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM AAAI 2025 Modularized Self-Reflected Video Reasoner for Multimodal LLM with Application to Video Question Answering ICML 2025 MoEE: Mixture of Emotion Experts for Audio-Driven Portrait Animation CVPR 2025 MoEMoE: Question Guided Dense and Scalable Sparse Mixture-of-Expert for Multi-source Multi-modal Answering NAACL 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 MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval EMNLP 2025 Moment of Untruth: Dealing with Negative Queries in Video Moment Retrieval WACV 2025 MoMentS: A Comprehensive Multimodal Benchmark for Theory of Mind EMNLP 2025 Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking CVPR 2025 Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training CVPR 2025 monoVLN: Bridging the Observation Gap between Monocular and Panoramic Vision and Language Navigation ICCV 2025 MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025 More Text, Less Point: Towards 3D Data-Efficient Point-Language Understanding AAAI 2025