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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

Findings of the Shared Task on Misogyny Meme Detection: DravidianLangTech@NAACL 2025 NAACL 2025
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025
StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies IJCNLP 2025
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025
ReEdit: Multimodal Exemplar-Based Image Editing WACV 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving CVPR 2025
AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ACL 2025
Enhancing Novel Object Detection via Cooperative Foundational Models WACV 2025
STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation ACL 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025
MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching ACL 2025
Cross-Aligned Fusion for Multimodal Understanding WACV 2025
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation ACL 2025
PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors CVPR 2025
Sign2Vis: Automated Data Visualization from Sign Language ACL 2025
Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series WACV 2025
Vision-Language Models Struggle to Align Entities across Modalities ACL 2025
SIDE: Socially Informed Drought Estimation Toward Understanding Societal Impact Dynamics of Environmental Crisis AAAI 2025
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025
TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation CVPR 2025
VinaBench: Benchmark for Faithful and Consistent Visual Narratives CVPR 2025
Language-Guided Audio-Visual Learning for Long-Term Sports Assessment CVPR 2025
Flexible Frame Selection for Efficient Video Reasoning CVPR 2025
Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025