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Multimodal Learning

13,057 papers

Papers per year

Papers

DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models CVPR 2025
STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding CVPR 2025
MEGA: Masked Generative Autoencoder for Human Mesh Recovery CVPR 2025
Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model CVPR 2025
FreeUV: Ground-Truth-Free Realistic Facial UV Texture Recovery via Cross-Assembly Inference Strategy CVPR 2025
HarmonySet: A Comprehensive Dataset for Understanding Video-Music Semantic Alignment and Temporal Synchronization CVPR 2025
ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models CVPR 2025
DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models CVPR 2025
VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025
Instruction-based Image Manipulation by Watching How Things Move CVPR 2025
VidComposition: Can MLLMs Analyze Compositions in Compiled Videos? CVPR 2025
SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE CVPR 2025
From Elements to Design: A Layered Approach for Automatic Graphic Design Composition CVPR 2025
Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025
iSegMan: Interactive Segment-and-Manipulate 3D Gaussians CVPR 2025
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices CVPR 2025
MatAnyone: Stable Video Matting with Consistent Memory Propagation CVPR 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
DriveGPT4-V2: Harnessing Large Language Model Capabilities for Enhanced Closed-Loop Autonomous Driving CVPR 2025
Functionality Understanding and Segmentation in 3D Scenes CVPR 2025
MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception CVPR 2025
T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation CVPR 2025
Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025
Multimodal Autoregressive Pre-training of Large Vision Encoders CVPR 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025