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Poster
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Tue 9:00 |
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras · Thibault Séjourné · Rémi Flamary · Nicolas Courty |
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Spotlight
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Wed 5:20 |
SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels Kunal Dahiya · Ananye Agarwal · Deepak Saini · Gururaj K · Jian Jiao · Amit Singh · Sumeet Agarwal · Purushottam Kar · Manik Varma |
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Oral
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Thu 6:00 |
Dash: Semi-Supervised Learning with Dynamic Thresholding Yi Xu · Lei Shang · Jinxing Ye · Qi Qian · Yufeng Li · Baigui Sun · Hao Li · rong jin |
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Spotlight
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Tue 7:35 |
Simultaneous Similarity-based Self-Distillation for Deep Metric Learning Karsten Roth · Timo Milbich · Bjorn Ommer · Joseph Paul Cohen · Marzyeh Ghassemi |
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Spotlight
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Thu 7:30 |
Defense against backdoor attacks via robust covariance estimation Jonathan Hayase · Weihao Kong · Raghav Somani · Sewoong Oh |
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Poster
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Tue 21:00 |
Accurate Post Training Quantization With Small Calibration Sets Itay Hubara · Yury Nahshan · Yair Hanani · Ron Banner · Daniel Soudry |
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Poster
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Thu 9:00 |
Parameterless Transductive Feature Re-representation for Few-Shot Learning Wentao Cui · Yuhong Guo |
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Poster
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Tue 21:00 |
Submodular Maximization subject to a Knapsack Constraint: Combinatorial Algorithms with Near-optimal Adaptive Complexity Georgios Amanatidis · Federico Fusco · Philip Lazos · Stefano Leonardi · Alberto Marchetti-Spaccamela · Rebecca Reiffenhäuser |
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Workshop
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Differentially Private Algorithms for Graphs UnderContinual Observation Hendrik Fichtenberger · Monika Henzinger · Wolfgang Ost |
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Poster
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Thu 21:00 |
A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning Nikunj Umesh Saunshi · Arushi Gupta · Wei Hu |
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Poster
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Thu 21:00 |
Towards Better Robust Generalization with Shift Consistency Regularization Shufei Zhang · Zhuang Qian · Kaizhu Huang · Qiufeng Wang · Rui Zhang · Xinping Yi |
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Poster
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Wed 9:00 |
Faster Kernel Matrix Algebra via Density Estimation Arturs Backurs · Piotr Indyk · Cameron Musco · Tal Wagner |