Multimodal Learning

VRAgent: Self-Refining Agent for Zero-Shot Multimodal Video Retrieval WACV 2026 VRCLIP: Multimodal Canonical Correlation Alignment for CLIP-Driven Vision-Radio Person Re-Identification CVPR 2026 VTD-CLIP: Video-to-Text Discretization via Prompting CLIP AAAI 2026 Vulnerability-Aware Robust Multimodal Adversarial Training AAAI 2026 Wan-Weaver: Interleaved Multi-modal Generation via Decoupled Training CVPR 2026 WarpRF: Multi-View Consistency for Training-Free Uncertainty Quantification and Applications in Radiance Fields WACV 2026 Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework AAAI 2026 Wearable Intelligence for Healthcare Robotics: From Brain Activity to Body Movements AAAI 2026 WEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation CVPR 2026 WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces CVPR 2026 What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models CVPR 2026 What Happens When: Learning Temporal Orders of Events in Videos WACV 2026 What Makes a Good Generated Image? Investigating Human and Multimodal LLM Image Preference Alignment AAAI 2026 What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study AAAI 2026 What’s Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews ACL 2026 What’s Missing in Vision-Language Models? Probing Their Struggles with Causal Order Reasoning EACL 2026 What to Trust? A Trust-aware Knowledge-guided Method for Zero-shot Object State Understanding in Videos AAAI 2026 What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning AAAI 2026 What You See Is What You Reach: Towards Spatial Navigation with High-Level Human Instructions AAAI 2026 When AVSR Meets Video Conferencing: Dataset, Degradation, and the Hidden Mechanism Behind Performance Collapse CVPR 2026 When Does Auxiliary Modality Matter in Solving Geometric Problems? A Comprehensive Study of Textual, Formal, and Visual Modalities EACL 2026 When Eyes and Ears Disagree: Can MLLMs Discern Audio-Visual Confusion? AAAI 2026 When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing AAAI 2026 When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models AAAI 2026 When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs ACL 2026