Multimodal Learning

COPO: Causal-Oriented Policy Optimization for Hallucinations of MLLMs CVPR 2026 CoreCaption: Core Caption based Text-to-Video Retrieval WACV 2026 CoReTab: Improving Multimodal Table Understanding with Code-driven Reasoning EACL 2026 CoRiM: Conflict-driven Risk Minimization for Dynamic Multimodal Fusion CVPR 2026 Correct When Paired, Wrong When Split: Decoupling and Editing Modality-Specific Neurons in MLLMs ACL 2026 CoT-VLNBench: A Benchmark for Visual Chain-of-Thought Reasoning in Vision-Language-Navigation Robots AAAI 2026 Counteracting the Matthew Effect in Self-Improvement of LVLMs through Head-Tail Re-balancing ACL 2026 Countering Multi-modal Representation Collapse through Rank-targeted Fusion WACV 2026 CoV-Align: Efficient Fine-grained Cross-Modal Alignment with Cohesive Visual Semantics Priority CVPR 2026 COVR: Collaborative Optimization of VLMs and RL Agent for Visual-Based Control AAAI 2026 CR³: Boosting Compositional Reasoning in MLLMs Through Rule-Based Reinforcement Learning AAAI 2026 Crafting Adversarial Inputs for Large Vision-Language Models Using Black-Box Optimization EACL 2026 Crafting Descriptive Information for a Zero-shot Method to Improve Knowledge-Based Visual Question Answering Performance WACV 2026 CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product AAAI 2026 CRIT: Graph-Based Automatic Data Synthesis to Enhance Cross-Modal Multi-Hop Reasoning CVPR 2026 CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain? ACL 2026 CrossCheck-Bench: Diagnosing Compositional Failures in Multimodal Conflict Resolution AAAI 2026 CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks ACL 2026 Crossing Borders: A Multimodal Challenge for Indian Poetry Translation and Image Generation AAAI 2026 Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs ACL 2026 Cross-Modal Event Encoder: Bridging Image-Text Knowledge to Event Streams WACV 2026 Cross Modal Fine-grained Alignment via Granularity-aware and Region-uncertain Modeling AAAI 2026 Cross-modal Fuzzy Alignment Network for Text-Aerial Person Retrieval and A Large-scale Benchmark CVPR 2026 Cross-Modal Guided Visual Synthesis for Data-Efficient Multimodal Depression Recognition CVPR 2026 Cross-Modal Knowledge Transfer in Time Series AI via Large Vision Models AAAI 2026