Russell Stewart

3 papers · 2016–2020 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

CVPR (1) ICLR (1) IJCAI (1)

Top co-authors

Stefano Ermon (2) Jiaming Song (2) Shengjia Zhao (1) Mykhaylo Andriluka (1) Volodymyr Kuleshov (1) Andrew Y. Ng (1) Yilun Xu (1) Hongyu Ren (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Analysis (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

sequence generation (1) representation learning (1) semi-supervised learning (1) structured prediction (1) object detection (1) adversarial training (1) mutual information (1) set prediction (1) recurrent neural network (1) computational constraint (1) constraint-based learning (1) crowded scene (1) non-maximum suppression (1) crowd analysis (1) people detection (1) pac-style guarantee (1) variational information (1) predictive information (1)

Papers

A Theory of Usable Information under Computational Constraints ICLR 2020 Adversarial Constraint Learning for Structured Prediction IJCAI 2018 End-To-End People Detection in Crowded Scenes CVPR 2016