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Oral
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Mon 11:30
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Growing Efficient Deep Networks by Structured Continuous Sparsification
Xin Yuan · Pedro Savarese · Michael Maire
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Poster
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Wed 9:00
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Growing Efficient Deep Networks by Structured Continuous Sparsification
Xin Yuan · Pedro Savarese · Michael Maire
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Poster
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Tue 17:00
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Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time
Tolga Ergen · Mert Pilanci
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Spotlight
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Tue 12:40
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Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time
Tolga Ergen · Mert Pilanci
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Poster
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Thu 1:00
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Certify or Predict: Boosting Certified Robustness with Compositional Architectures
Mark Niklas Müller · Mislav Balunovic · Martin Vechev
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Poster
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Wed 9:00
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Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies
T. Konstantin Rusch · Siddhartha Mishra
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Oral
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Wed 12:23
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Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies
T. Konstantin Rusch · Siddhartha Mishra
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Poster
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Tue 17:00
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SEDONA: Search for Decoupled Neural Networks toward Greedy Block-wise Learning
Myeongjang Pyeon · Jihwan Moon · Taeyoung Hahn · Gunhee Kim
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Poster
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Wed 1:00
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Net-DNF: Effective Deep Modeling of Tabular Data
Liran Katzir · Gal Elidan · Ran El-Yaniv
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Poster
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Wed 9:00
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Multiplicative Filter Networks
Rizal Fathony · Anit Kumar Sahu · Devin Willmott · Zico Kolter
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Poster
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Tue 17:00
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CompOFA – Compound Once-For-All Networks for Faster Multi-Platform Deployment
Manas Sahni · Shreya Varshini · Alind Khare · Alexey Tumanov
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Poster
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Mon 1:00
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Spatially Structured Recurrent Modules
Nasim Rahaman · Anirudh Goyal · Muhammad Waleed Gondal · Manuel Wuthrich · Stefan Bauer · Yash Sharma · Yoshua Bengio · Bernhard Schoelkopf
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