Junwei Ma

4 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

CVPR (2) NeurIPS (2)

Top co-authors

Maksims Volkovs (4) Guangwei Yu (4) Satya Krishna Gorti (3) Keyvan Golestan (2) Anthony Caterini (1) Chundi Liu (1) Himanshu Rai (1) Animesh Garg (1) Rasa Hosseinzadeh (1) Valentin Thomas (1)

Research topics

Deep Learning (4) Machine Learning (4) Computer Vision (3) Learning Types · Deep Learning (3) Analysis (2) Architectures (2) Core Methods (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Natural Language Processing (1) Applications (1) Core AI (1) Processing (1)

Keywords

video understanding (2) representation learning (2) manifold learning (1) similarity search (1) image retrieval (1) weakly supervised learning (1) in-context learning (1) multimodal learning (1) cross-modal retrieval (1) nearest neighbor (1) action localization (1) semantic similarity (1) tabular data (1) retrieval augmentation (1) graph convolutional network (1) cross-modal attention (1) temporal action localization (1) text-video retrieval (1) frame-level classification (1) temporal localization (1)

Papers

Retrieval & Fine-Tuning for In-Context Tabular Models NeurIPS 2024 X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval CVPR 2022 Weakly Supervised Action Selection Learning in Video CVPR 2021 Guided Similarity Separation for Image Retrieval NeurIPS 2019