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591 Results
Poster
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Wed 21:00 |
A large-scale benchmark for few-shot program induction and synthesis Ferran Alet · Javier Lopez-Contreras · James Koppel · Maxwell Nye · Armando Solar-Lezama · Tomas Lozano-Perez · Leslie Kaelbling · Josh Tenenbaum |
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Spotlight
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Wed 5:25 |
Disentangling Sampling and Labeling Bias for Learning in Large-output Spaces Ankit Singh Rawat · Aditya Menon · Wittawat Jitkrittum · Sadeep Jayasumana · Felix Xinnan Yu · Sashank Jakkam Reddi · Sanjiv Kumar |
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Poster
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Wed 9:00 |
Disentangling Sampling and Labeling Bias for Learning in Large-output Spaces Ankit Singh Rawat · Aditya Menon · Wittawat Jitkrittum · Sadeep Jayasumana · Felix Xinnan Yu · Sashank Jakkam Reddi · Sanjiv Kumar |
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Workshop
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On Large-Cohort Training for Federated Learning |
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Workshop
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Fri 9:53 |
Automated Learning Rate Scheduler for Large-batch Training Chiheon Kim |
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Spotlight
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Tue 19:35 |
1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed Hanlin Tang · Shaoduo Gan · Ammar Ahmad Awan · Samyam Rajbhandari · Conglong Li · Xiangru Lian · Ji Liu · Ce Zhang · Yuxiong He |
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Poster
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Tue 21:00 |
1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed Hanlin Tang · Shaoduo Gan · Ammar Ahmad Awan · Samyam Rajbhandari · Conglong Li · Xiangru Lian · Ji Liu · Ce Zhang · Yuxiong He |
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Spotlight
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Wed 18:40 |
Model Performance Scaling with Multiple Data Sources Tatsunori Hashimoto |
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Spotlight
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Tue 18:25 |
A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention Tomoki Watanabe · Paolo Favaro |
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Spotlight
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Tue 17:25 |
Quantization Algorithms for Random Fourier Features Xiaoyun Li · Ping Li |
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Poster
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Tue 21:00 |
Quantization Algorithms for Random Fourier Features Xiaoyun Li · Ping Li |
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Spotlight
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Thu 6:40 |
Efficient Training of Robust Decision Trees Against Adversarial Examples Daniël Vos · Sicco Verwer |