Vision-Language Models

Multimodal Large Language Models for Multi-Subject In-Context Image Generation ACL 2026 mVLM: A Vision Language Model for mNPUs CVPR 2026 NoOVD: Novel Category Discovery and Embedding for Open-Vocabulary Object Detection CVPR 2026 OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens CVPR 2026 OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning CVPR 2026 ORION: ORthonormal Text Encoding for Universal VLM AdaptatION CVPR 2026 OSPO: Object-Centric Self-Improving Preference Optimization for Text-to-Image Generation CVPR 2026 PPM-CLIP: Probabilistic Prompt Modeling for Generalizable AI-Generated Image Detection CVPR 2026 Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs ACL 2026 Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving CVPR 2026 Quantized Residuals to Continuous Prompts for Few-Shot Class Incremental Learning in Vision-Language Models CVPR 2026 Reclaiming Lost Text Layers for Source-Free Cross-Domain Few-Shot Learning CVPR 2026 ROSE: Rotate Your Large Language Model to See CVPR 2026 Same Content, Different Answers: Cross-Modal Inconsistency in MLLMs CVPR 2026 Same or Not? Enhancing Visual Perception in Vision-Language Models CVPR 2026 Scene-VLM: Multimodal Video Scene Segmentation via Vision-Language Models CVPR 2026 SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding ACL 2026 Seeing Beyond 8bits: Subjective and Objective Quality Assessment of HDR-UGC Videos CVPR 2026 Seeing Clearly, Reasoning Confidently: Plug-and-Play Remedies for Vision Language Model Blindness CVPR 2026 Semantic Contrastive Adaptation for Multimodal Figurative Language Understanding ACL 2026 Semantic-Guided Global-Local Collaborative Prompt Learning for Few-Shot Class Incremental Learning CVPR 2026 Small Object, Great Challenge: A Benchmark for Small Object Visual Grounding CVPR 2026 SO-Bench: A Structural Output Evaluation of Multimodal LLM CVPR 2026 Soft Modality-Guided Expert Specialization in MoE-VLMs CVPR 2026 SpaceDrive: Infusing Spatial Awareness into VLM-based Autonomous Driving CVPR 2026