Shikhar Sharma

3 papers · 2019–2021 · 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

Venues

AAAI (1) ICCV (1) ICML (1)

Top co-authors

Yoshua Bengio (2) Samira Ebrahimi Kahou (2) Pengchuan Zhang (1) Devon Hjelm (1) Hannes Schulz (1) Layla El Asri (1) R Devon Hjelm (1) Harm Van Seijen (1) Alaaeldin El-Nouby (1) Mehdi Fatemi (1)

Research topics

Computer Vision (2) Deep Learning (2) Architectures (2) Generation (2) Machine Learning (1) Reinforcement Learning (1) Learning Types (1) Methods (1) Models (1)

Keywords

deep reinforcement learning (1) reinforcement learning (1) text-to-image generation (1) scene graph (1) value function (1) generative adversarial network (1) layout-to-image generation (1) spatial relationship (1) dead-end state (1) secure exploration (1) bridge effect (1) fréchet inception distance (1) interactive generation (1) object-centric generation (1) scene graph similarity (1) recurrent image generation (1) linguistic instruction (1)

Papers

Object-Centric Image Generation from Layouts AAAI 2021 Dead-ends and Secure Exploration in Reinforcement Learning ICML 2019 Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction ICCV 2019