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Poster
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Tue 7:00 |
DeltaGrad: Rapid retraining of machine learning models Yinjun Wu · Edgar Dobriban · Susan B Davidson |
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Poster
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Tue 7:00 |
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time XICHUAN ZHOU · YiCong Peng · Chunqiao Long · Fengbo Ren · Cong Shi |
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Poster
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Tue 7:00 |
PENNI: Pruned Kernel Sharing for Efficient CNN Inference Shiyu Li · Edward Hanson · Hai Li · Yiran Chen |
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Poster
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Tue 9:00 |
Variable Skipping for Autoregressive Range Density Estimation Eric Liang · Zongheng Yang · Ion Stoica · Pieter Abbeel · Yan Duan · Peter Chen |
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Poster
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Tue 14:00 |
Why Are Learned Indexes So Effective? Paolo Ferragina · Fabrizio Lillo · Giorgio Vinciguerra |
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Poster
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Wed 5:00 |
Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement Learning Tung-Che Liang · Zhanwei Zhong · Yaas Bigdeli · Tsung-Yi Ho · Krishnendu Chakrabarty · Richard Fair |
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Poster
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Wed 8:00 |
Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks Ahmed T. Elthakeb · Prannoy Pilligundla · FatemehSadat Mireshghallah · Alexander Cloninger · Hadi Esmaeilzadeh |
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Poster
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Wed 12:00 |
Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters Subho Banerjee · Saurabh Jha · Zbigniew Kalbarczyk · Ravishankar Iyer |
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Poster
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Wed 14:00 |
Multi-Precision Policy Enforced Training (MuPPET) : A Precision-Switching Strategy for Quantised Fixed-Point Training of CNNs Aditya Rajagopal · Diederik Vink · Stylianos Venieris · Christos-Savvas Bouganis |
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Poster
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Thu 8:00 |
An Imitation Learning Approach for Cache Replacement Evan Liu · Milad Hashemi · Kevin Swersky · Parthasarathy Ranganathan · Junwhan Ahn |