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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

Template-Based Text-to-Image Alignment for Language Accessibility A Study on Visualizing Text Simplifications EMNLP 2025
FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring AAAI 2025
TaxaBind: A Unified Embedding Space for Ecological Applications WACV 2025
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents CVPR 2025
Learning to Highlight Audio by Watching Movies CVPR 2025
SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding CVPR 2025
Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025
Progressive Multimodal Reasoning via Active Retrieval ACL 2025
Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization EMNLP 2025
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025
Latency Robust Cooperative Perception using Asynchronous Feature Fusion WACV 2025
Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement CVPR 2025
Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025
Object-aware Sound Source Localization via Audio-Visual Scene Understanding CVPR 2025
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation ACL 2025
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis CVPR 2025
VLSBench: Unveiling Visual Leakage in Multimodal Safety ACL 2025
SyncViolinist: Music-Oriented Violin Motion Generation Based on Bowing and Fingering WACV 2025
LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models CVPR 2025
Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception CVPR 2025
A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ACL 2025
Online Video Understanding: OVBench and VideoChat-Online CVPR 2025
Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts ACL 2025
MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects CVPR 2025