Multimodal Learning

Benchmarking Direct Preference Optimization for Medical Large Vision–Language Models EACL 2026 Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models ACL 2026 Benchmarking Fine-Grained Error Detection in Multimodal Reasoning ACL 2026 Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation Dataset ACL 2026 Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models AAAI 2026 Benchmarking Trustworthiness in Multimodal LLMs for Video Understanding AAAI 2026 Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents AAAI 2026 Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models AAAI 2026 Beyond Faces: A Multimodal Person Clustering for Unconstrained Environments WACV 2026 Beyond Global Similarity: Multi-Conditional Retrieval for Fine-Grained Cross-Modal Understanding CVPR 2026 Beyond Patches: Global-aware Autoregressive Model for Multimodal Few-Shot Font Generation CVPR 2026 Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs ACL 2026 Beyond Real Weights: Hypercomplex Representations for Stable Quantization WACV 2026 Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval CVPR 2026 Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing AAAI 2026 Beyond Single Images: A Comprehensive Benchmark for Album-Level Vision-Language Understanding CVPR 2026 Beyond Single-View Detection: A Dual-Space Reasoning Framework for Interpretable Harmful Meme Understanding ACL 2026 Beyond Single-View Sufficiency: CVBench for Cross-View Human Understanding CVPR 2026 Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis ACL 2026 Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization ACL 2026 Beyond the Highlights: Video Retrieval with Salient and Surrounding Contexts WACV 2026 Beyond Transcription: Mechanistic Interpretability in ASR AAAI 2026 Beyond Unified Models: A Service-Oriented Approach to Low Latency, Context Aware Phonemization for Real Time TTS EACL 2026 Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations EACL 2026 BiCycle: Group-wise Recursive Transformer Based on ASR Mechanism AAAI 2026