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Poster
Tue 7:00 DeltaGrad: Rapid retraining of machine learning models
Yinjun Wu · Edgar Dobriban · Susan B Davidson
Poster
Tue 7:00 MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time
XICHUAN ZHOU · YiCong Peng · Chunqiao Long · Fengbo Ren · Cong Shi
Poster
Tue 7:00 PENNI: Pruned Kernel Sharing for Efficient CNN Inference
Shiyu Li · Edward Hanson · Hai Li · Yiran Chen
Poster
Tue 9:00 Variable Skipping for Autoregressive Range Density Estimation
Eric Liang · Zongheng Yang · Ion Stoica · Pieter Abbeel · Yan Duan · Peter Chen
Poster
Tue 14:00 Why Are Learned Indexes So Effective?
Paolo Ferragina · Fabrizio Lillo · Giorgio Vinciguerra
Poster
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
Poster
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
Poster
Wed 12:00 Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters
Subho Banerjee · Saurabh Jha · Zbigniew Kalbarczyk · Ravishankar Iyer
Poster
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
Poster
Thu 8:00 An Imitation Learning Approach for Cache Replacement
Evan Liu · Milad Hashemi · Kevin Swersky · Parthasarathy Ranganathan · Junwhan Ahn