Vision-Language Models

MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding CVPR 2026 MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training ACL 2026 MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models ACL 2026 MM-OVSeg: Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing CVPR 2026 MM-SeR: Multimodal Self-Refinement for Lightweight Image Captioning CVPR 2026 MMTIT-Bench: A Multilingual and Multi-Scenario Benchmark with Cognition-Perception-Reasoning Guided Text-Image Machine Translation CVPR 2026 Mobile-R1: Towards Interactive Capability for VLM-Based Mobile Agent via Systematic Training ACL 2026 Models as Lego Builders: Assembling Malice from Benign Blocks via Semantic Blueprints CVPR 2026 MoEActok: A MoE-based Action Tokenizer for Vision-Language-Action Models CVPR 2026 Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding CVPR 2026 MonoVLM: Monocular 3D Visual Grounding with Vision Language Models CVPR 2026 MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding CVPR 2026 More Than Meets the Eye: Measuring the Semiotic Gap in Vision-Language Models via Semantic Anchorage ACL 2026 More than the Sum: Panorama-Language Models for Adverse Omni-Scenes CVPR 2026 Mostly Text, Smart Visuals: Asymmetric Text-Visual Pruning for Large Vision-Language Models CVPR 2026 MotionEnhancer: Leveraging Video Diffusion for Motion-Enhanced Vision-Language Models CVPR 2026 MovieRecapsQA: A Multimodal Open-Ended Video Question-Answering Benchmark CVPR 2026 MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents ACL 2026 Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following CVPR 2026 Multi-speaker Attention Alignment for Multimodal Social Interaction CVPR 2026 MuSe: Multi-Stage Graph Reasoning via Vision-Language Models ACL 2026 MVGGT: Multimodal Visual Geometry Grounded Transformer for Multiview 3D Referring Expression Segmentation CVPR 2026 mVLM: A Vision Language Model for mNPUs CVPR 2026 MVLM: Template-Free Tracking via Vision-Language Margin Confidence and Memory-Gated Tracking CVPR 2026 NavForesee: A Unified Vision-Language World Model for Hierarchical Planning and Dual-Horizon Navigation Prediction CVPR 2026