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125 Results
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Poster
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Wed 17:00 |
PolarNet: Learning to Optimize Polar Keypoints for Keypoint Based Object Detection wu xiongwei · Doyen Sahoo · Steven HOI |
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Poster
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Mon 1:00 |
Overfitting for Fun and Profit: Instance-Adaptive Data Compression Ties van Rozendaal · Iris Huijben · Taco Cohen |
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Poster
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Wed 17:00 |
A Geometric Analysis of Deep Generative Image Models and Its Applications Binxu Wang · Carlos Ponce |
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Poster
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Tue 17:00 |
Generating Adversarial Computer Programs using Optimized Obfuscations Shashank Srikant · Sijia Liu · Tamara Mitrovska · Shiyu Chang · Quanfu Fan · Gaoyuan Zhang · Una-May O'Reilly |
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Poster
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Thu 17:00 |
On the Curse of Memory in Recurrent Neural Networks: Approximation and Optimization Analysis Zhong Li · Jiequn Han · Weinan E · Qianxiao Li |
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Poster
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Tue 17:00 |
Memory Optimization for Deep Networks Aashaka Shah · Chao-Yuan Wu · Jayashree Mohan · Vijay Chidambaram · Philipp Krähenbühl |
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Poster
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Wed 17:00 |
Combining Physics and Machine Learning for Network Flow Estimation Arlei Lopes da Silva · Furkan Kocayusufoglu · Saber Jafarpour · Francesco Bullo · Ananthram Swami · Ambuj K Singh |
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Poster
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Wed 1:00 |
Byzantine-Resilient Non-Convex Stochastic Gradient Descent Zeyuan Allen-Zhu · Faeze Ebrahimianghazani · Jerry Li · Dan Alistarh |
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Poster
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Mon 17:00 |
SAFENet: A Secure, Accurate and Fast Neural Network Inference Qian Lou · Yilin Shen · Hongxia Jin · Lei Jiang |
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Poster
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Thu 9:00 |
Local Search Algorithms for Rank-Constrained Convex Optimization Kyriakos Axiotis · Maxim Sviridenko |
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Poster
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Mon 9:00 |
Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms Arda Sahiner · Tolga Ergen · John M Pauly · Mert Pilanci |
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Poster
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Thu 17:00 |
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity Shaocong Ma · Ziyi Chen · Yi Zhou · Shaofeng Zou |