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16 Results
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Poster
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Tue 9:00 |
Residual Non-local Attention Networks for Image Restoration Yulun Zhang · Kunpeng Li · Kai Li · Bineng Zhong · Yun Fu |
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Poster
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Tue 14:30 |
Verification of Non-Linear Specifications for Neural Networks Chongli Qin · Krishnamurthy Dvijotham · Brendan ODonoghue · Rudy R Bunel · Robert Stanforth · Sven Gowal · Jonathan Uesato · Grzegorz Swirszcz · Pushmeet Kohli |
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Poster
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Thu 9:00 |
Stable Recurrent Models John Miller · Moritz Hardt |
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Poster
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Wed 14:30 |
Gradient Descent Provably Optimizes Over-parameterized Neural Networks Simon Du · Xiyu Zhai · Barnabás Póczos · Aarti Singh |
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Poster
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Wed 14:30 |
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks Sanjeev Arora · Nadav Cohen · Noah Golowich · Wei Hu |
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Poster
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Tue 9:00 |
Convolutional Neural Networks on Non-uniform Geometrical Signals Using Euclidean Spectral Transformation Chiyu Jiang · Dequan Wang · Jingwei Huang · Philip Marcus · Matthias Niessner |
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Poster
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Tue 9:00 |
Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks Reinhard Heckel · Paul Hand |
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Poster
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Tue 14:30 |
Supervised Community Detection with Line Graph Neural Networks Zhengdao Chen · Xiang Li · Joan Bruna |
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Poster
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Wed 9:00 |
Neural Program Repair by Jointly Learning to Localize and Repair Marko Vasic · Aditya Kanade · Petros Maniatis · David Bieber · Rishabh Singh |
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Poster
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Thu 14:30 |
MARGINALIZED AVERAGE ATTENTIONAL NETWORK FOR WEAKLY-SUPERVISED LEARNING Yuan Yuan · YUEMING LYU · Xi SHEN · Ivor Wai-Hung Tsang · Dit-Yan Yeung |
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Poster
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Thu 14:30 |
Efficiently testing local optimality and escaping saddles for ReLU networks Chulhee Yun · Suvrit Sra · Ali Jadbabaie |
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Poster
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Wed 14:30 |
Towards Robust, Locally Linear Deep Networks Guang-He Lee · David Alvarez-Melis · Tommi Jaakkola |