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Multimodal Learning

13,057 papers

Papers per year

Papers

Customized Condition Controllable Generation for Video Soundtrack CVPR 2025
ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation CVPR 2025
Pixel-aligned RGB-NIR Stereo Imaging and Dataset for Robot Vision CVPR 2025
Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding CVPR 2025
Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025
Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025
Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos CVPR 2025
Understanding Multi-Task Activities from Single-Task Videos CVPR 2025
Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025
What's in the Image? A Deep-Dive into the Vision of Vision Language Models CVPR 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025
MBQ: Modality-Balanced Quantization for Large Vision-Language Models CVPR 2025
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion CVPR 2025
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025
Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling CVPR 2025
MP-GUI: Modality Perception with MLLMs for GUI Understanding CVPR 2025
ChatGarment: Garment Estimation, Generation and Editing via Large Language Models CVPR 2025
GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs CVPR 2025
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025
PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models CVPR 2025
Redefining <Creative> in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation CVPR 2025
VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary CVPR 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models CVPR 2025
Empowering Large Language Models with 3D Situation Awareness CVPR 2025
EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights CVPR 2025