TensorFlow: a system for large-scale machine learning

Martı́n Abadi, Paul Barham, Jianmin Chen, +19

Operating Systems Design and Implementation

Cluster ComputingEngineeringMachine LearningMachine Learning ToolComputer Architecture +16

Hibernator

Qingbo Zhu, Zhifeng Chen, Lin Tan, +3

ACM SIGOPS Operating Systems Review

Energy ConsumptionCluster ComputingStorage VirtualizationStorage PerformanceEngineering +11

Scalability in Perception for Autonomous Driving: Waymo Open Dataset

Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla, +22

arXiv (Cornell University)

Research CommunityEngineeringMachine LearningPoint Cloud ProcessingDataset Size +16

C-Miner: Mining Block Correlations in Storage Systems

Zhenmin Li, Zhifeng Chen, Sudarshan Srinivasan, +1

Hibernator

Qingbo Zhu, Zhifeng Chen, Lin Tan, +3

Energy ConsumptionCluster ComputingStorage VirtualizationStorage PerformanceEngineering +11

Physical-Layer Network Coding: An Efficient Technique for Wireless Communications

Pingping Chen, Zhaopeng Xie, Yi Fang, +3

IEEE Network

Distributed Source CodingWireless CommunicationsEngineeringJoint Source-channel CodingLinear Network Coding +9

3D-MAN: 3D Multi-frame Attention Network for Object Detection

Zetong Yang, Yin Zhou, Zhifeng Chen, +1

Multi-frame Attention NetworkImage AnalysisMachine VisionMachine LearningEngineering +12

StarNet: Targeted Computation for Object Detection in Point Clouds

Jiquan Ngiam, Benjamin Caine, Wei Han, +10

arXiv (Cornell University)

Image AnalysisMachine LearningMachine VisionData SciencePattern Recognition +12

Multi-Scale Frequency Reconstruction for Guided Depth Map Super-Resolution via Deep Residual Network

Yifan Zuo, Qiang Wu, Yuming Fang, +3

IEEE Transactions on Circuits and Systems for Video Technology

High ResolutionEngineeringMachine LearningDepth MapSparse Imaging +16

Eviction-based Cache Placement for Storage Caches.

Zhifeng Chen, Yuanyuan Zhou, Kai Li