Multimodal Learning

MimicTalker: A Multimodal Interactive and Memory-Enhanced Framework for Real-Time Dyadic 3D Head Generation CVPR 2026 Mind’s Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs ACL 2026 Mind Your Special Tokens! On the Importance of Dedicated Sequence-End Tokens in Vision-Language Embedding Models EACL 2026 MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe CVPR 2026 MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology AAAI 2026 MIRAGE: Towards AI-Generated Image Detection in the Wild AAAI 2026 MiSCHiEF: A Benchmark in Minimal-Pairs of Safety and Culture for Holistic Evaluation of Fine-Grained Image-Caption Alignment EACL 2026 MISF: MLLM Guided Iterative Sample Filtering for Data Fault Detection AAAI 2026 Missing No More: Dictionary-Guided Cross-Modal Image Fusion under Missing Infrared CVPR 2026 Mitigating Endogenous Confirmation Bias in Noisy Label Learning for Vision-Language Models AAAI 2026 Mitigating Entity Hallucinations in 3D Radiology Report Generation via Dual-Stream Alignment AAAI 2026 Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation ACL 2026 Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement AAAI 2026 Mitigating Multimodal Hallucinations via Gradient-based Self-Reflection CVPR 2026 Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment AAAI 2026 Mitigating Safety Context Amnesia in Multimodal Reasoning Models via Intent-Guided Safety Reasoning ACL 2026 Mitigating the Modality Gap: Few-Shot Out-of-Distribution Detection with Multi-modal Prototypes and Image Bias Estimation WACV 2026 Mixture-of-Experts based Feature Decoupling for Open Vocabulary Scene Graph Generation CVPR 2026 Mixture of States: Routing Token-Level Dynamics for Multimodal Generation CVPR 2026 MLLM Enriched Explainable Multiple Clustering AAAI 2026 mllm-shap: A Shapley Value Explainability Platform for Text-Audio Multimodal Large Language Models ACL 2026 MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation ACL 2026 MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence AAAI 2026 MMBERT: Scaled Mixture-of-Experts Multimodal BERT for Robust Chinese Hate Speech Detection Under Cloaking Perturbations AAAI 2026 MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A ACL 2026