Vision-Language Models

ABARUAH at SemEval-2026 Task 1: Leveraging High-Resolution VLMs and Reasoning LLMs for Multimodal Humor Generation SemEval 2026 Activation Matters: Test-time Activated Negative Labels for OOD Detection with Vision-Language Models CVPR 2026 Adaptive Action Chunking at Inference-time for Vision-Language-Action Models CVPR 2026 AdaptVision: Efficient Vision-Language Models via Adaptive Visual Acquisition CVPR 2026 AG-VAS: Anchor-Guided Zero-Shot Visual Anomaly Segmentation with Large Multimodal Models CVPR 2026 Aloe-Vision: Robust Vision-Language Models for Healthcare MIDL 2026 Automatic Prompt Engineering for Scalable Prompt Inversion in Text-to-Image Ad Generation ACL 2026 AVA: Towards Agentic Video Analytics with Vision Language Models NSDI 2026 Beyond Layer-Wise Merging: Chain-of-Merging for Vision-Language Models CVPR 2026 Beyond Multiple Choice: Verifiable OpenQA for Robust Vision-Language RFT CVPR 2026 Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding ACL 2026 Boosting Vision-Language-Action Finetuning with Feasible Action Neighborhood Prior CVPR 2026 Breaking the Regional Perception Bottleneck of Multimodal Large Language Models via External Reasoning Framework CVPR 2026 Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens CVPR 2026 CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection CVPR 2026 CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space CVPR 2026 CLIP Is Shortsighted: Paying Attention Beyond the First Sentence CVPR 2026 Cluster-Aware Neural Collapse Prompt Tuning for Long-Tailed Generalization of Vision-Language Models CVPR 2026 Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining CVPR 2026 Controllable Federated Prompt Learning at Test Time CVPR 2026 CPR-RAG: Clinical Prior-Regularized Retrieval for Anatomy-Aware 3D CT Report Generation ACL 2026 CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain? ACL 2026 Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling MIDL 2026 Detecting AI-Generated Content on Social Media with Multi-modal Language Models ACL 2026 DiG: Differential Grounding for Enhancing Fine-Grained Perception in Multimodal Large Language Models CVPR 2026