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57 Results
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Poster
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Wed 10:45
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Weight Agnostic Neural Networks
Adam Gaier · David Ha
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Poster
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Wed 10:45
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On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks
Sunil Thulasidasan · Gopinath Chennupati · Jeffrey A Bilmes · Tanmoy Bhattacharya · Sarah Michalak
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Poster
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Tue 10:45
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A Benchmark for Interpretability Methods in Deep Neural Networks
Sara Hooker · Dumitru Erhan · Pieter-Jan Kindermans · Been Kim
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Poster
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Wed 17:00
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Neural Shuffle-Exchange Networks - Sequence Processing in O(n log n) Time
Karlis Freivalds · Emīls Ozoliņš · Agris Šostaks
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Poster
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Tue 10:45
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High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks
Ruben Villegas · Arkanath Pathak · Harini Kannan · Dumitru Erhan · Quoc V Le · Honglak Lee
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Poster
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Wed 17:00
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Incremental Scene Synthesis
Benjamin Planche · Xuejian Rong · Ziyan Wu · Srikrishna Karanam · Harald Kosch · YingLi Tian · Jan Ernst · ANDREAS HUTTER
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Poster
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Thu 10:45
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Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent
Jaehoon Lee · Lechao Xiao · Samuel Schoenholz · Yasaman Bahri · Roman Novak · Jascha Sohl-Dickstein · Jeffrey Pennington
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Workshop
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Sat 12:00
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Lunch Break and Posters
Xingyou Song · Elad Hoffer · Wei-Cheng Chang · Jeremy Cohen · Jyoti Islam · Yaniv Blumenfeld · Andreas Madsen · Jonathan Frankle · Sebastian Goldt · Satrajit Chatterjee · Abhishek Panigrahi · Alex Renda · Brian Bartoldson · Israel Birhane · Aristide Baratin · Niladri Chatterji · Roman Novak · Jessica Forde · YiDing Jiang · Yilun Du · Linara Adilova · Michael Kamp · Berry Weinstein · Itay Hubara · Tal Ben-Nun · Torsten Hoefler · Daniel Soudry · Hsiang-Fu Yu · Kai Zhong · Yiming Yang · Inderjit Dhillon · Jaime Carbonell · Yanqing Zhang · Dar Gilboa · Johannes Brandstetter · Alexander R Johansen · Gintare Karolina Dziugaite · Raghav Somani · Ari Morcos · Freddie Kalaitzis · Hanie Sedghi · Lechao Xiao · John Zech · Muqiao Yang · Simran Kaur · Qianli Ma · Yao-Hung Hubert Tsai · Ruslan Salakhutdinov · Sho Yaida · Zachary Lipton · Daniel Roy · Michael Carbin · Florent Krzakala · Lenka Zdeborová · Guy Gur-Ari · Ethan Dyer · Dilip Krishnan · Hossein Mobahi · Samy Bengio · Behnam Neyshabur · Praneeth Netrapalli · Kris Sankaran · Julien Cornebise · Yoshua Bengio · Vincent Michalski · Samira Ebrahimi Kahou · Md Rifat Arefin · Jiri Hron · Jaehoon Lee · Jascha Sohl-Dickstein · Samuel Schoenholz · David Schwab · Dongyu Li · Sang Keun Choe · Henning Petzka · Ashish Verma · Zhichao Lin · Cristian Sminchisescu
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Poster
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Tue 17:30
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GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism
Yanping Huang · Youlong Cheng · Ankur Bapna · Orhan Firat · Dehao Chen · Mia Chen · HyoukJoong Lee · Jiquan Ngiam · Quoc V Le · Yonghui Wu · zhifeng Chen
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