Vision-Language Models

HERO: Hierarchical Embedding-Refinement for Open-Vocabulary Temporal Sentence Grounding in Videos CVPR 2026 HiF-VLA: Hindsight, Insight and Foresight through Motion Representation for Vision-Language-Action Models CVPR 2026 Hi-Lo Prune: Look at What You'll Lose before Pruning with Hierarchical Token Selection CVPR 2026 HiPro-CT: A Hierarchical Probabilistic Framework for 3D Medical Vision-Language Alignment MIDL 2026 HiSpatial: Taming Hierarchical 3D Spatial Understanding in Vision-Language Models CVPR 2026 History to Future: Evolving Agent with Experience and Thought for Zero-shot Vision-and-Language Navigation CVPR 2026 HOG-Layout: Hierarchical 3D Scene Generation, Optimization and Editing via Vision-Language Models CVPR 2026 HoneyBee: Data Recipes for Vision-Language Reasoners CVPR 2026 HOPS: Hierarchical Open-vocabulary Part Segmentation with Attention-Aware Filtering and Affinity-Guided Enhancement CVPR 2026 How Do Inpainting Artifacts Propagate to Language? ACL 2026 How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study ACL 2026 HowToNarrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge ACL 2026 How to Take a Memorable Picture? Empowering Users with Actionable Feedback CVPR 2026 Hugging Visual Prompt and Segmentation Tokens: Consistency Learning for Fine-Grained Visual Understanding in MLLMs CVPR 2026 HulluEdit: Single-Pass Evidence-Consistent Subspace Editing for Mitigating Hallucinations in Large Vision-Language Models CVPR 2026 Hybrid Token Compression for Vision-Language Models CVPR 2026 HyCal: A Training-Free Prototype Calibration Method for Cross-Discipline Few-Shot Class-Incremental Learning CVPR 2026 Hyperbolic Relational Prompts for Intersectional Fairness in Medical VLMs CVPR 2026 I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing ACL 2026 IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding CVPR 2026 ID-Crafter: VLM-Grounded Online RL for Compositional Multi-Subject Video Generation CVPR 2026 IF-Bench: Benchmarking and Enhancing MLLMs for Infrared Images with Generative Visual Prompting CVPR 2026 IF-Prune: Information-Flow Guided Token Pruning for Efficient Vision-Language Models CVPR 2026 Illuminating Visual Identity in Universal Multimodal Embeddings CVPR 2026 IMAIA: Interactive Maps AI Assistant for Travel Planning and Geo-Spatial Intelligence CVPR 2026