Vision-Language Models

EthoCLIP: Ontology-Enhanced Video-Language Pretraining for Animal Behavior Understanding CVPR 2026 Evaluating Visual Narrative Coherence in Story Visualization via Diversified Storylines ACL 2026 Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models ACL 2026 EventDrive: Event Cameras for Vision-Language Driving Intelligence CVPR 2026 E-ViC: Reasoning Beyond Text via Embodied Visual Chain for Spatial Intelligence ACL 2026 Evo-1: Lightweight Vision-Language-Action Model with Preserved Semantic Alignment CVPR 2026 Explaining CLIP Zero-shot Predictions Through Concepts CVPR 2026 Exploring the Underwater World Segmentation without Extra Training CVPR 2026 Exposing and Evaluating Hallucinations for GUI Grounding CVPR 2026 Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation CVPR 2026 ExtrinSplat: Decoupling Geometry and Semantics for Open-Vocabulary Understanding in 3D Gaussian Splatting CVPR 2026 FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment CVPR 2026 FantasyVLN: Unified Multimodal Chain-of-Thought Reasoning for Vision-and-Language Navigation CVPR 2026 FastV-RAG: Towards Fast and Fine-Grained Video QA with Retrieval-Augmented Generation ACL 2026 FB-CLIP: Fine-Grained Zero-Shot Anomaly Detection with Foreground-Background Disentanglement CVPR 2026 FinChart-Bench: Benchmarking Financial Chart Comprehension in Vision-Language Models ACL 2026 FINER: MLLMs Hallucinate under Fine-grained Negative Queries CVPR 2026 FireScope: Wildfire Risk Raster Prediction With a Chain-of-Thought Oracle CVPR 2026 First Logit Boosting: Visual Grounding Method to Mitigate Object Hallucination in Large Vision-Language Models CVPR 2026 Flat-Pack Bench: Evaluating Spatio-Temporal Understanding in Large Vision-Language Models through Furniture Assembly CVPR 2026 FlowDIS: Language-Guided Dichotomous Image Segmentation with Flow Matching CVPR 2026 FluoCLIP: Stain-Aware Focus Quality Assessment in Fluorescence Microscopy CVPR 2026 Focus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding CVPR 2026 FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection CVPR 2026 FORCE: Transferable Visual Jailbreaking Attacks via Feature Over-Reliance CorrEction CVPR 2026