Multimodal Learning

Unified Confidence Adjustment for Robust Cross-Modal Retrieval under Test-Time Distribution Shifts UAI 2026 Unified Mixture-of-Experts Framework for Joint Cardiac and Vascular Ultrasound Analysis and Report Generation AAAI 2026 Unified Multimodal Interleaved Document Representation for Retrieval EACL 2026 Unified Multimodal Models as Auto-Encoders CVPR 2026 Unified Number-Free Text-to-Motion Generation Via Flow Matching CVPR 2026 Unified Personalized Understanding, Generating and Editing CVPR 2026 UniFit: Towards Universal Virtual Try-on with MLLM-Guided Semantic Alignment AAAI 2026 UniGame: Turning a Unified Multimodal Model Into Its Own Adversary CVPR 2026 UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ACL 2026 UniLS: End-to-End Audio-Driven Avatars for Unified Listening and Speaking CVPR 2026 UniM: A Unified Any-to-Any Interleaved Multimodal Benchmark CVPR 2026 Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark ACL 2026 UniMo: Unified Motion Generation and Understanding with Chain of Thought AAAI 2026 UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions ACL 2026 UniTabBank: A Large Scale Multi-Lingual, Multi-Layout, Multi-Type, Multi-Format Dataset for Table Detection WACV 2026 UniT: Unified Multimodal Chain-of-Thought Test-time Scaling CVPR 2026 UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation CVPR 2026 Unleashing the Intrinsic Visual Representation Capability of Multimodal Large Language Models CVPR 2026 Unleashing the Potential of Large Language Models for Text-to-Image Generation Through Autoregressive Representation Alignment AAAI 2026 Unlocking Large Audio-Language Models for Interactive Language Learning EACL 2026 Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs AAAI 2026 Unlocking the Power of Large Multimodal Models for Robot Learning: Robustness, Generalization, and Opportunities AAAI 2026 Unlocking Vision-Language Models for Video Anomaly Detection via Fine-Grained Prompting WACV 2026 UNO: Unifying One-stage Video Scene Graph Generation via Object-Centric Visual Representation Learning WACV 2026 Unstitching the Chimera: Frame-Level Risk and Train-Free Mitigation for Video Hallucination CVPR 2026