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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 |
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 |
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 |