Multimodal Learning

MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training ACL 2026 MMDIR: Multimodal Instruction-Driven Framework for Mixed-Degradation Document Image Restoration CVPR 2026 MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models AAAI 2026 MMGait: Towards Multi-Modal Gait Recognition CVPR 2026 MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs AAAI 2026 MMhops-R1: Multimodal Multi-hop Reasoning AAAI 2026 MMIFEvol: Towards Evolutionary Multimodal Instruction Following AAAI 2026 M-MiniGPT4: Multilingual VLLM Alignment via Translated Data EACL 2026 MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge ACL 2026 MMLandmarks: a Cross-View Instance-Level Benchmark for Geo-Spatial Understanding CVPR 2026 MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks ACL 2026 mmPred: Radar-based Human Motion Prediction in the Dark AAAI 2026 MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation AAAI 2026 MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models EACL 2026 MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models CVPR 2026 MM-ReCoder: Advancing Chart-to-Code Generation with Reinforcement Learning and Self-Correction CVPR 2026 MMSD3.0: A Multi-Image Benchmark for Real-World Multimodal Sarcasm Detection CVPR 2026 MM-TS: Multi-Modal Temperature and Margin Schedules for Contrastive Learning with Long-Tail Data WACV 2026 MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring ACL 2026 MMVIP: A Visible-infrared Paired Dataset for Multi-weather Marine Vision CVPR 2026 mmWEAVER: Environment-Specific mmWave Signal Synthesis from a Photo and Activity Description WACV 2026 MobileCity: An Efficient Framework for Large-Scale Urban Behavior Simulation EACL 2026 Mobile-Oriented Video Diffusion: Enabling Text-to-Video Generation on Mobile Devices Without Retraining, Compression, or Pruning WACV 2026 MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings ACL 2026 MoCHA: Advanced Vision-Language Reasoning with MoE Connector and Hierarchical Group Attention AAAI 2026