vision-language model

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm CVPR 2026 Think Visually, Reason Textually: Vision-Language Synergy in Abstract Reasoning CVPR 2026 Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding ACL 2026 TimeViper: A Hybrid Mamba-Transformer Vision-Language Model for Efficient Long Video Understanding CVPR 2026 TinyChemVL: Advancing Chemical Vision-Language Models via Efficient Visual Token Reduction and Complex Reaction Tasks AAAI 2026 TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models AAAI 2026 Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA EACL 2026 Top-Down Semantic Refinement for Image Captioning AAAI 2026 TOP-RL: Task-Optimized Progressive Token Pruning with Reinforcement Learning for Vision Language Models AAAI 2026 Towards Calibrating Prompt Tuning of Vision- Language Models CVPR 2026 Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data CVPR 2026 Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score WACV 2026 Towards Intrinsic-Aware Monocular 3D Object Detection CVPR 2026 Towards Long-window Anchoring in Vision-Language Model Distillation AAAI 2026 Towards Mitigating Modality Bias in Vision-Language Models for Temporal Action Localization ACL 2026 Towards Open-Vocabulary Industrial Defect Understanding with a Large-Scale Multimodal Dataset CVPR 2026 Towards Policy-Adaptive Image Guardrail: Benchmark and Method CVPR 2026 Towards Robust and Interpretable Event–Frame Fusion for Autonomous Driving AAAI 2026 Towards Robust Evaluation of Visual Activity Recognition: Resolving Verb Ambiguity with Sense Clustering EACL 2026 Towards Unified Human Perception and Machine Understanding: Token Flow Guided Compression Framework CVPR 2026 Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026 TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models EACL 2026 Training-free Conditional Image Embedding Framework Leveraging Large Vision Language Models WACV 2026 Training-Free Few-Shot Segmentation via Vision-Language Guided Prompting WACV 2026 Training-Free Open-Vocabulary Camouflaged Object Segmentation via Fine-Grained Object Binding and Adaptive Hybrid Prompt CVPR 2026