Multimodal Learning

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI AAAI 2026 G-MIXER: Geodesic Mixup-based Implicit Semantic Expansion and Explicit Semantic Re-ranking for Zero-Shot Composed Image Retrieval CVPR 2026 Gotta Hear Them All: Towards Sound Source Aware Audio Generation AAAI 2026 GraFT: Infusing Pre-trained Transformers with Relational Structure for Time Series Forecasting AAAI 2026 GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval AAAI 2026 Granulon: Awakening Pixel-Level Visual Encoders with Adaptive Multi-Granularity Semantics for MLLM CVPR 2026 GraphCoT-VLA: A 3D Spatial-Aware Reasoning Vision-Language-Action Model for Robotic Manipulation with Ambiguous Instructions AAAI 2026 Graph-Enhanced LLM Analysis of Multimodal Health Communities: A Computational Framework for Patient Discourse Understanding on TikTok EACL 2026 GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt AAAI 2026 Graph-of-Mark: Promote Spatial Reasoning in Multimodal Language Models with Graph-Based Visual Prompting AAAI 2026 GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval EACL 2026 GraphVLM: Benchmarking Vision Language Models for Multimodal Graph Learning CVPR 2026 GraspDiffusion: Synthesizing Realistic Whole-body Hand-Object Interaction WACV 2026 Gravitation-Driven Semantic Alignment for Text Video Retrieval CVPR 2026 Grounding Actions in Camera Space: Observation-Centric Vision-Language-Action Policy AAAI 2026 Grounding Descriptions in Images informs Zero-Shot Visual Recognition WACV 2026 Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization AAAI 2026 GroupToM-Bench: Benchmarking Group Theory of Mind and Nonlinear Social Emergence in MLLMs ACL 2026 GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion AAAI 2026 GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking CVPR 2026 Guarding Digital Identity: Attention-Guided Fusion for Detecting Forged ID Documents (Student Abstract) AAAI 2026 GuardTrace-VL: Detecting Unsafe Multimodel Reasoning via Iterative Safety Supervision CVPR 2026 GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents CVPR 2026 GUIDE: A Benchmark for Understanding and Assisting Users in Open-Ended GUI Tasks CVPR 2026 GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance ACL 2026