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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs CVPR 2025
ReAL-AD: Towards Human-Like Reasoning in End-to-End Autonomous Driving ICCV 2025
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025
UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments ICCV 2025
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification WACV 2025
Harnessing Input-Adaptive Inference for Efficient VLN ICCV 2025
VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary CVPR 2025
ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025
Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025
Object-Shot Enhanced Grounding Network for Egocentric Video CVPR 2025
VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models CVPR 2025
Temporally Streaming Audio-Visual Synchronization for Real-World Videos WACV 2025
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics CVPR 2025
FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations CVPR 2025
Personalized Preference Fine-tuning of Diffusion Models CVPR 2025
Text Augmented Correlation Transformer For Few-shot Classification & Segmentation CVPR 2025
Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion CVPR 2025
ASAP: Advancing Semantic Alignment Promotes Multi-Modal Manipulation Detecting and Grounding CVPR 2025
AIDE: Improving 3D Open-Vocabulary Semantic Segmentation by Aligned Vision-Language Learning WACV 2025
GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation EMNLP 2025
CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025
CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025
Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models CVPR 2025