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337 Results
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Poster
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Tue 10:45 |
DppNet: Approximating Determinantal Point Processes with Deep Networks Zelda Mariet · Yaniv Ovadia · Jasper Snoek |
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Poster
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Thu 10:45 |
Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence Aditya Sharad Golatkar · Alessandro Achille · Stefano Soatto |
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Poster
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Tue 10:45 |
Backpropagation-Friendly Eigendecomposition Wei Wang · Zheng Dang · Yinlin Hu · Pascal Fua · Mathieu Salzmann |
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Poster
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Tue 10:45 |
Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask Hattie Zhou · Janice Lan · Rosanne Liu · Jason Yosinski |
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Poster
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Wed 10:45 |
Understanding the Role of Momentum in Stochastic Gradient Methods Igor Gitman · Hunter Lang · Pengchuan Zhang · Lin Xiao |
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Poster
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Tue 10:45 |
Differentiable Cloth Simulation for Inverse Problems Junbang Liang · Ming Lin · Vladlen Koltun |
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Poster
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Tue 17:30 |
Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations Debraj Basu · Deepesh Data · Can Karakus · Suhas Diggavi |
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Poster
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Thu 10:45 |
Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness Fanny Yang · Zuowen Wang · Christina Heinze-Deml |
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Poster
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Thu 17:00 |
A Primal Dual Formulation For Deep Learning With Constraints Yatin Nandwani · Abhishek Pathak · Mausam · Parag Singla |
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Poster
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Tue 10:45 |
Joint Optimization of Tree-based Index and Deep Model for Recommender Systems Han Zhu · Daqing Chang · Ziru Xu · Pengye Zhang · Xiang Li · Jie He · Han Li · Jian Xu · Kun Gai |
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Poster
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Thu 17:00 |
Communication-Efficient Distributed Blockwise Momentum SGD with Error-Feedback Shuai Zheng · Ziyue Huang · James Kwok |
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Poster
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Thu 17:00 |
GOT: An Optimal Transport framework for Graph comparison Hermina Petric Maretic · Mireille El Gheche · Giovanni Chierchia · Pascal Frossard |