Multimodal Learning

SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models EACL 2026 SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding ACL 2026 SDDF: Specificity-Driven Dynamic Focusing for Open-Vocabulary Camouflaged Object Detection CVPR 2026 SDEval: Safety Dynamic Evaluation for Multimodal Large Language Models AAAI 2026 SE360: Semantic Edit in 360° Panoramas via Hierarchical Data Construction AAAI 2026 Sea-CLIP: Mining Semantic-Aware Representations for Few-Shot Anomaly Detection with CLIP WACV 2026 SEASON: Mitigating Temporal Hallucination in Video Large Language Models via Self-Diagnostic Contrastive Decoding CVPR 2026 SEATrack: Simple, Efficient, and Adaptive Multimodal Tracker CVPR 2026 SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning CVPR 2026 Seeing Both Sides: Towards Bidirectional Semantic Alignment for Open-Vocabulary Camouflaged Object Segmentation CVPR 2026 Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts ACL 2026 Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs AAAI 2026 Seeing is Believing (and Predicting): Context-Aware Multi-Human Behavior Prediction with Vision Language Models WACV 2026 Seeing Is Believing: Grounding Long-Video Understanding in Spatio-Temporal Visual Evidence 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 without Pixels: Perception from Camera Trajectories CVPR 2026 See It, Say It, Sorted: An Iterative Training-Free Framework for Visually-Grounded Multimodal Reasoning in LVLMs CVPR 2026 See Less, See Right: Bi-directional Perceptual Shaping For Multimodal 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, Record, Do: Automated Generation of UI Workflows from Tutorial Videos WACV 2026 See, Think, Act: Teaching Multimodal Agents to Effectively Interact with GUI by Identifying Toggles CVPR 2026 See, Think, Learn: A Self-Taught Multimodal Reasoner WACV 2026 See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding CVPR 2026