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Multimodal Learning

13,057 papers

Papers per year

Papers

Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding CVPR 2025
Online Video Understanding: OVBench and VideoChat-Online CVPR 2025
MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images CVPR 2025
Effective SAM Combination for Open-Vocabulary Semantic Segmentation CVPR 2025
Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models CVPR 2025
PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model CVPR 2025
InsightEdit: Towards Better Instruction Following for Image Editing CVPR 2025
Turbo3D: Ultra-fast Text-to-3D Generation CVPR 2025
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks CVPR 2025
Visual Lexicon: Rich Image Features in Language Space CVPR 2025
Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models? CVPR 2025
EchoONE: Segmenting Multiple Echocardiography Planes in One Model CVPR 2025
Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception CVPR 2025
Generating 6DoF Object Manipulation Trajectories from Action Description in Egocentric Vision CVPR 2025
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature CVPR 2025
Contextual AD Narration with Interleaved Multimodal Sequence CVPR 2025
FIFA: Fine-grained Inter-frame Attention for Driver's Video Gaze Estimation CVPR 2025
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering CVPR 2025
LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences CVPR 2025
V^2Dial: Unification of Video and Visual Dialog via Multimodal Experts CVPR 2025
CrossOver: 3D Scene Cross-Modal Alignment CVPR 2025
Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents CVPR 2025
Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation CVPR 2025
Style-Editor: Text-driven Object-centric Style Editing CVPR 2025