B. V. K. Vijaya Kumar

5 papers · 2015–2020 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

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Venues

CVPR (1) ECCV (1) ICCV (1) IJCAI (1) NeurIPS (1)

Top co-authors

Zhiding Yu (2) Yang Zou (2) Weiyang Liu (2) Aswin C. Sankaranarayanan (2) Jan Kautz (1) Barnabás Póczos (1) Dong Huang (1) Xi Peng (1) Srikumar Ramalingam (1) Jen-Hao Rick Chang (1)

Research topics

Machine Learning (2) Computer Vision (1) Deep Learning (1) Mathematics & Optimization (1) Analysis (1) Core Methods (1) Learning Types (1) Optimization (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

dimensionality reduction (1) image classification (1) feature learning (1) compressive sensing (1) sparse representation (1) attention mechanism (1) kernel approximation (1) random feature (1) sparse signal (1) weakly supervised object detection (1) compressive classification (1)

Papers

Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection NeurIPS 2020 Simultaneous Edge Alignment and Learning ECCV 2018 One Network to Solve Them All -- Solving Linear Inverse Problems Using Deep Projection Models ICCV 2017 Random Features for Sparse Signal Classification CVPR 2016 Generalized Transitive Distance with Minimum Spanning Random Forest IJCAI 2015