multimodal large language model

Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs AAAI 2026 Seeing Is Believing: Rich-Context Hallucination Detection for MLLMs via Backward Visual Grounding AAAI 2026 Seeing is Improving: Visual Feedback for Iterative Text Layout Refinement CVPR 2026 Seeing What Matters: A Training-Free Self-Guided Framework for Multimodal Detail Perception and Reasoning CVPR 2026 See More, Store Less: Memory-Efficient Resolution for Video Moment Retrieval EACL 2026 See, Rank, and Filter: Important Word-Aware Clip Filtering via Scene Understanding for Moment Retrieval and Highlight Detection AAAI 2026 See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding CVPR 2026 SegEarth-R2: Towards Comprehensive Language-guided Segmentation for Remote Sensing Images CVPR 2026 Self-Corrected Image Generation with Explainable Latent Rewards CVPR 2026 SGPVT: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning ACL 2026 ShowTable: Unlocking Creative Table Visualization with Collaborative Reflection and Refinement CVPR 2026 SIFThinker: Spatially-Aware Image Focus for Visual Reasoning AAAI 2026 Similar Predictions, Different Processes: A Multi-Level Comparison of Human and Multimodal LLM Language Prediction CoNLL 2026 Simple-VGC: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool Composition ACL 2026 SineProject: Machine Unlearning for Stable Vision-Language Alignment CVPR 2026 SketchRevive: Fine-Grained Pixel-to-Vector Sketch Completion with Diffusion-Prior-Guided Multimodal LLMs CVPR 2026 SketchVL: Policy Optimization via Fine-Grained Credit Assignment for Chart Understanding and More CVPR 2026 Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning CVPR 2026 SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding ACL 2026 Small Object, Great Challenge: A Benchmark for Small Object Visual Grounding CVPR 2026 SmokeBench: Evaluating Multimodal Large Language Models for Wildfire Smoke Detection WACV 2026 SO-Bench: A Structural Output Evaluation of Multimodal LLM CVPR 2026 Socratic-Geo: Synthetic Data Generation and Cross-Modal Geometric Reasoning via Multi-Agent Interaction CVPR 2026 SpaceMind: Camera-Guided Modality Fusion for Spatial Reasoning in Vision-Language Models CVPR 2026 SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability AAAI 2026