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43 Results
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Spotlight
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Mon 3:40 |
Generalization in data-driven models of primary visual cortex Konstantin-Klemens Lurz · Mohammad Bashiri · Konstantin Willeke · Akshay Jagadish · Eric Wang · Edgar Walker · Santiago Cadena · Taliah Muhammad · Erick M Cobos · Andreas Tolias · Alexander S Ecker · Fabian Sinz |
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Spotlight
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Mon 20:58 |
HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark Chaojian Li · Zhongzhi Yu · Yonggan Fu · Yongan Zhang · Yang Zhao · Haoran You · Qixuan Yu · Yue Wang · Cong Hao · Yingyan Lin |
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Oral
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Thu 0:00 |
Rethinking Architecture Selection in Differentiable NAS Ruochen Wang · Minhao Cheng · Xiangning Chen · Xiaocheng Tang · Cho-Jui Hsieh |
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Oral
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Mon 11:30 |
Growing Efficient Deep Networks by Structured Continuous Sparsification Xin Yuan · Pedro Savarese · Michael Maire |
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Spotlight
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Tue 12:40 |
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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Oral
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Wed 12:23 |
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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Wed 9:00 |
Evaluation of Neural Architectures Trained With Square Loss vs Cross-Entropy in Classification Tasks Like Hui · Misha Belkin |
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Poster
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Wed 1:00 |
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels Binxin Ru · Xingchen Wan · Xiaowen Dong · Michael Osborne |
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Poster
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Thu 1:00 |
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 |
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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Mon 1:00 |
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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Poster
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Tue 17:00 |
SEDONA: Search for Decoupled Neural Networks toward Greedy Block-wise Learning Myeongjang Pyeon · Jihwan Moon · Taeyoung Hahn · Gunhee Kim |