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Umar Riaz Muhammad

2 papers · 2018–2019 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

CVPR (1) ICCV (1)

Top co-authors

Timothy M. Hospedales (2) Yi-Zhe Song (2) Tao Xiang (2) Yongxin Yang (2)

Research topics

Machine Learning (2) Reinforcement Learning (2) Core Methods (2) Methods (2) Computer Vision (1) Deep Learning (1) Analysis (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

reinforcement learning (2) image retrieval (1) policy learning (1) deep learning (1) sketch recognition (1) data summarization (1) generative model (1) sequential data (1) data abstraction (1) fine-grained retrieval (1) sketch synthesis (1) sketch abstraction (1) stroke saliency (1) fine-grained sketch-based image retrieval (1) stroke-level abstraction (1) goal-driven learning (1)

Papers

Goal-Driven Sequential Data Abstraction ICCV 2019 Learning Deep Sketch Abstraction CVPR 2018