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13 Results

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Poster
Thu 1:00 Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search
Peidong Liu · Gengwei Zhang · Bochao Wang · Hang Xu · Xiaodan Liang · Yong Jiang · Zhenguo Li
Workshop
Fri 11:54 Poster Spotlight "Simulation-based Scoring for Model-based Asynchronous Hyperparameter and Neural Architecture Search"
Matthias Seeger
Poster
Tue 17:00 Large Batch Simulation for Deep Reinforcement Learning
Brennan Shacklett · Erik Wijmans · Aleksei Petrenko · Manolis Savva · Dhruv Batra · Vladlen Koltun · Kayvon Fatahalian
Poster
Mon 1:00 Isometric Transformation Invariant and Equivariant Graph Convolutional Networks
Masanobu Horie · Naoki Morita · Toshiaki Hishinuma · Yu Ihara · Naoto Mitsume
Poster
Wed 17:00 gradSim: Differentiable simulation for system identification and visuomotor control
Krishna Murthy Jatavallabhula · Miles Macklin · Florian Golemo · Vikram Voleti · Linda Petrini · Martin Weiss · Breandan Considine · Jérôme Parent-Lévesque · Kevin Xie · Kenny Erleben · Liam Paull · Florian Shkurti · Derek Nowrouzezahrai · Sanja Fidler
Poster
Mon 1:00 Predicting Infectiousness for Proactive Contact Tracing
Yoshua Bengio · Prateek Gupta · Tegan Maharaj · Nasim Rahaman · Martin Weiss · Tristan Deleu · Eilif B Muller · Meng Qu · victor schmidt · Pierre-luc St-charles · hannah alsdurf · Olexa Bilaniuk · david buckeridge · Gaétan Marceau Caron · pierre carrier · Joumana Ghosn · satya gagne · Chris J Pal · Irina Rish · Bernhard Schoelkopf · abhinav sharma · Jian Tang · Andrew Williams
Poster
Wed 9:00 Learning Mesh-Based Simulation with Graph Networks
Tobias Pfaff · Meire Fortunato · Alvaro Sanchez Gonzalez · Peter Battaglia
Workshop
Fri 8:45 Deep Learning for Simulation
Zhitao Ying · Tailin Wu · Peter Battaglia · Rose Yu · Ryan P Adams · Jure Leskovec
Poster
Thu 1:00 Learning What To Do by Simulating the Past
David Lindner · Rohin Shah · Pieter Abbeel · Anca Dragan
Workshop
Fri 12:25 Inference in Network-based Epidemiological Simulations with Probabilistic Programming
Niklas Smedemark-Margulies
Spotlight
Wed 16:45 Learning Mesh-Based Simulation with Graph Networks
Tobias Pfaff · Meire Fortunato · Alvaro Sanchez Gonzalez · Peter Battaglia
Workshop
Fri 15:00 Geometry Encoding for Numerical Simulations
Amir Maleki · Jan F Heyse · Rishikesh Ranade · Haiyang He · Priya Kasimbeg · Jay Pathak