Vision-Language Models

PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability CVPR 2025 Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts EMNLP 2025 PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models EMNLP 2025 Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025 POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025 Position-Aware Guided Point Cloud Completion with CLIP Model AAAI 2025 PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025 PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion MIDL 2025 ProAPO: Progressively Automatic Prompt Optimization for Visual Classification CVPR 2025 Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025 ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025 Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs CVPR 2025 Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025 RaDialog: Large Vision-Language Models for X-Ray Reporting and Dialog-Driven Assistance MIDL 2025 RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language EMNLP 2025 RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks EMNLP 2025 Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025 Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025 ResCLIP: Residual Attention for Training-free Dense Vision-language Inference CVPR 2025 Rethinking High-speed Image Reconstruction Framework with Spike Camera AAAI 2025 Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking AAAI 2025 RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction EMNLP 2025 RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025 RoadSocial: A Diverse VideoQA Dataset and Benchmark for Road Event Understanding from Social Video Narratives CVPR 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025