Sherjil Ozair
11 papers · 2014–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (14)
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(10)
🌈
Renaissance Researcher
(6)
📛
The Namer
👥
Mega-Team
(69)
🔥
Unstoppable
(5)
📈
Trend Setter
💎
Century Club
(11)
🚀
Conference Pioneer
Conferences
ICML (5)
NIPS (3)
ICLR (2)
WACV (1)
Top co-authors
Keywords
representation learning
(4)
mutual information
(4)
unsupervised learning
(2)
feature extraction
(2)
variational inference
(2)
neural network
(2)
domain adaptation
(1)
adversarial training
(1)
transfer learning
(1)
image translation
(1)
monte carlo tree search
(1)
deep learning
(1)
speech recognition
(1)
vector quantization
(1)
partial observability
(1)
model-based reinforcement learning
(1)
state representation
(1)
sketch recognition
(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
Unsupervised State Representation Learning in Atari
NIPS 2019
On Variational Bounds of Mutual Information
ICML 2019
Wasserstein Dependency Measure for Representation Learning
NIPS 2019
Mutual Information Neural Estimation
ICML 2018
Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin
ICML 2016
Generative Adversarial Nets
NIPS 2014