Multimodal Learning

Tuning Medical Foundation Models for Inner Ear Temporal CT Analysis with Plug-and-play Domain Knowledge Aggregator AAAI 2026 TV2TV: A Unified Framework for Interleaved Language and Video Generation CVPR 2026 TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models AAAI 2026 Two Streams, One Sarcasm: Orthogonal Expert Tuning for Holistic Multimodal Sarcasm Understanding ACL 2026 UETrack: A Unified and Efficient Framework for Single Object Tracking CVPR 2026 UFVideo: Towards Unified Fine-Grained Video Cooperative Understanding with Large Language Models CVPR 2026 U-Mind: A Unified Framework for Real-Time Multimodal Interaction with Audiovisual Generation CVPR 2026 UMMF: Protecting Copyright of Large Vision-Language Models through Unlearning-based Multimodal Memorization Fingerprint ACL 2026 UM-Text: A Unified Multimodal Model for Image Understanding and Visual Text Editing AAAI 2026 Uncertainty-Aware Exploratory Direct Preference Optimization for Multimodal Large Language Models CVPR 2026 Uncertainty-Aware Modality Fusion for Unaligned RGB-T Salient Object Detection CVPR 2026 Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification AAAI 2026 Uncovering and Mitigating Transient Blindness in Multimodal Model Editing AAAI 2026 Understanding and Mitigating Hallucinations in Multimodal Chain-of-Thought Models CVPR 2026 Understanding Human-Like Biases in VLMs via Subjective Face Analytics WACV 2026 Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models CVPR 2026 Understanding the Visual Projection Space of Multimodal LLMs WACV 2026 UNeMo: Collaborative Visual-Language Reasoning and Navigation via a Multimodal World Model AAAI 2026 UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception AAAI 2026 UniAPO: Unified Multimodal Automated Prompt Optimization AAAI 2026 UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions CVPR 2026 UniCalib: Targetless LiDAR-camera Calibration via Probabilistic Flow on Unified Depth Representations WACV 2026 UNICBench: UNIfied Counting Benchmark for MLLM CVPR 2026 UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision ACL 2026 UniCUE: Unified Recognition and Generation Framework for Chinese Cued Speech Video-to-Speech Generation AAAI 2026