Learning Structured Sparsity in Deep Neural Networks

Wei Wen, Chunpeng Wu, Yandan Wang, +2

arXiv (Cornell University)

Convolutional Neural NetworkDeep Neural NetworksEngineeringMachine LearningSparse Representation +8

TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning

Wei Wen, Cong Xu, Feng Yan, +4

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningCommunication +17

TernGrad: ternary gradients to reduce communication in distributed deep learning

Wei Wen, Cong Xu, Feng Yan, +4

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningCommunication +18

Visual saliency detection by spatially weighted dissimilarity

Lijuan Duan, Chunpeng Wu, Jun Miao, +2

Image ClassificationImage AnalysisMachine VisionFeature DetectionVisual Saliency Detection +9

Coordinating Filters for Faster Deep Neural Networks

Wei Wen, Cong Xu, Chunpeng Wu, +3

Convolutional Neural NetworkDeep Neural NetworksMachine VisionMachine LearningData Science +11

Handwritten Character Recognition by Alternately Trained Relaxation Convolutional Neural Network

Chunpeng Wu, Wei Fan, Yuan He, +2

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersSpeech Recognition +17

FPGA Acceleration of Recurrent Neural Network Based Language Model

Sicheng Li, Chunpeng Wu, Hai Li, +3

Natural Language ProcessingLarge Ai ModelSequence ModellingEngineeringMachine Learning +12

MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs

Jiachen Mao, Zhongda Yang, Wei Wen, +6

2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Convolutional Neural NetworkDistributed Intelligent SystemEngineeringMachine LearningDistributed Ai System +19

Supra‐Photothermal CO₂ Methanation over Greenhouse‐Like Plasmonic Superstructures of Ultrasmall Cobalt Nanoparticles

Mujin Cai, Chaoran Li, Xingda An, +14

Advanced Materials

A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation

Chunpeng Wu, Wei Wen, Tariq Afzal, +3

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersDnn Model Compression +18