Sergio Guadarrama
Research Areas
Authored Publications
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PI-ARS: Accelerating Evolution-Learned Visual Locomotion with Predictive Information Representations
Ofir Nachum
International Conference on Intelligent Robots and Systems (IROS) (2022)
Multi-Game Decision Transformers
Ofir Nachum
Sherry Yang
Daniel Freeman
Winnie Xu
Ian Fischer
Eric Victor Jang
Henryk Witold Michalewski
Igor Mordatch
Advances in Neural Information Processing Systems (NeurIPS) (2022)
Compressive Visual Representations
Anurag Arnab
John Canny
Ian Fischer
Advances in Neural Information Processing Systems (NeurIPS) (2021)
Predictive Information Accelerates Learning in RL
Ian Fischer
Anthony Liu
Yijie Guo
Honglak Lee
John Canny
Advances in Neural Information Processing Systems (2020), pp. 11890-11901
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following
Anoop Korattikara
Sergey Levine
International Conference on Learning Representations (ICLR) (2019)
The Devil is in the Decoder: Classification, Regression and GANs
Zbigniew Wojna
Vittorio Ferrari
Nathan Silberman
Liang-chieh Chen
IJCV (2019) (to appear)
PixColor: Pixel Recursive Colorization
Ryan Dahl
Mohammad Norouzi
Jonathon Shlens
Proceedings of the 28th British Machine Vision Conference (BMVC) (2017)
Speed and accuracy trade-offs for modern convolutional object detectors
Anoop Korattikara
Ian Fischer
Jonathan Huang
Menglong Zhu
Vivek Rathod
Zbigniew Wojna
CVPR 2017, Honolulu, Hawaii (2017)
