Multimodal Learning

Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks CVPR 2025 One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception CVPR 2025 OUS: Bridging Scene Context and Facial Features to Overcome the Rigid Cognitive Problem AAAI 2025 OVQA: A Dataset for Visual Question Answering and Multimodal Research in Odia Language COLING 2025 PATIMT-Bench: A Multi-Scenario Benchmark for Position-Aware Text Image Machine Translation in Large Vision-Language Models EMNLP 2025 PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications EMNLP 2025 Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 PersonaMagic: Stage-Regulated High-Fidelity Face Customization with Tandem Equilibrium AAAI 2025 PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025 PhysVLM: Enabling Visual Language Models to Understand Robotic Physical Reachability CVPR 2025 Pic2Prep: A Multimodal Conversational Agent for Cooking Assistance AAAI 2025 Pixel-aligned RGB-NIR Stereo Imaging and Dataset for Robot Vision 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 PresentAgent: Multimodal Agent for Presentation Video Generation EMNLP 2025 PRIM: Towards Practical In-Image Multilingual Machine Translation EMNLP 2025 ProAPO: Progressively Automatic Prompt Optimization for Visual Classification CVPR 2025 Probing Logical Reasoning of MLLMs in Scientific Diagrams EMNLP 2025 Progressive Multimodal Reasoning via Active Retrieval ACL 2025 PunMemeCN: A Benchmark to Explore Vision-Language Models’ Understanding of Chinese Pun Memes EMNLP 2025 PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking CVPR 2025 Puzzled by Puzzles: When Vision-Language Models Can’t Take a Hint EMNLP 2025 Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs ICCV 2025 Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025 Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025