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Sherjil Ozair

11 papers · 2014–2024 · 4 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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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (29) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🌱 Topic Pioneer πŸ“› The Namer πŸ‘₯ Mega-Team Β· Legion 🧭 Keyword Pioneer 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (54)

Venues

ICML (5) NeurIPS (3) ICLR (2) WACV (1)

Top co-authors

Yoshua Bengio (4) Aaron van den Oord (3) Aaron Courville (2) Yazhe Li (2) Julian Schrittwieser (2) Ankesh Anand (2) Ioannis Antonoglou (2) Weiwei Fang (1) Yusuf Aytar (1) Bin Yuan (1)

Research topics

Machine Learning (9) Learning Types Β· Machine Learning (6) Deep Learning (5) Artificial Intelligence (4) Core AI (4) Core Methods (4) Models (4) Reinforcement Learning (3) Application Areas (3) Methods (3) Optimization & Theory (3) Applications (2) Architectures (2) Learning Types Β· Deep Learning (2) Computer Vision (1)

Keywords

representation learning (4) mutual information (4) model-based reinforcement learning (3) variational inference (2) feature extraction (2) neural network (2) unsupervised learning (2) domain adaptation (1) adversarial training (1) transfer learning (1) image translation (1) deep learning (1) monte carlo tree search (1) vector quantization (1) speech recognition (1) sketch recognition (1) partial observability (1) state representation (1) information bottleneck (1) domain generalization (1)

Papers

Genie: Generative Interactive Environments ICML 2024 Planning in Stochastic Environments with a Learned Model ICLR 2022 Procedural generalization by planning with self-supervised world models ICLR 2022 Vector Quantized Models for Planning ICML 2021 SketchTransfer: A New Dataset for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks WACV 2020 On Variational Bounds of Mutual Information ICML 2019 Unsupervised State Representation Learning in Atari NeurIPS 2019 Wasserstein Dependency Measure for Representation Learning NeurIPS 2019 Mutual Information Neural Estimation ICML 2018 Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin ICML 2016 Generative Adversarial Nets NeurIPS 2014