Multimodal Learning

Online Video Understanding: OVBench and VideoChat-Online CVPR 2025 On Path to Multimodal Generalist: General-Level and General-Bench ICML 2025 On Retrieval of Long Audios with Complex Text Queries Interspeech 2025 On the Consistency of Video Large Language Models in Temporal Comprehension CVPR 2025 On the Effects of Fine-tuning Language Models for Text-Based Reinforcement Learning COLING 2025 On the Fine-Grained Planning Abilities of VLM Web Agents EMNLP 2025 On the Fourier analysis in the SO(3) space : the EquiLoPO Network ICLR 2025 On the Human-level Performance of Visual Question Answering COLING 2025 On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 2025 On the Perception Bottleneck of VLMs for Chart Understanding EMNLP 2025 On the Provable Importance of Gradients for Autonomous Language-Assisted Image Clustering ICCV 2025 On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach CVPR 2025 Open Ad-hoc Categorization with Contextualized Feature Learning CVPR 2025 OpenCity3D: What do Vision-Language Models Know About Urban Environments? WACV 2025 Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics ICLR 2025 Open-ended Hierarchical Streaming Video Understanding with Vision Language Models ICCV 2025 OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation CVPR 2025 OpenS2S: Advancing Fully Open-Source End-to-End Empathetic Large Speech Language Model EMNLP 2025 OpenSDI: Spotting Diffusion-Generated Images in the Open World CVPR 2025 OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025 Open-Vocabulary Fine-Grained Hand Action Detection IJCAI 2025 Open-Vocabulary Functional 3D Scene Graphs for Real-World Indoor Spaces CVPR 2025 Open-Vocabulary HOI Detection with Interaction-aware Prompt and Concept Calibration ICCV 2025 Open-Vocabulary Octree-Graph for 3D Scene Understanding ICCV 2025 OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization ACL 2025