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High performance ultra-low-precision convolutions on mobile devices
Andrew Tulloch · Yangqing Jia
Sat Dec 09 08:45 AM -- 09:00 AM (PST) @
Author Information
Andrew Tulloch (Facebook AI Research)
Yangqing Jia (Facebook)
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2017 : On-Device ML Frameworks »
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2017 : Caffe2: Lessons from Running Deep Learning on the World’s Smart Phones »
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2017 : Updates from Current ML Systems (TensorFlow, PyTorch, Caffe2, CNTK, MXNet, TVM, Clipper, MacroBase, ModelDB) »
Rajat Monga · Soumith Chintala · Cha Zhang · Tianqi Chen · Daniel Crankshaw · Kai Sheng Tai · Andrew Tulloch · Manasi Vartak -
2013 Poster: Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies »
Yangqing Jia · Joshua T Abbott · Joseph L Austerweil · Tom Griffiths · Trevor Darrell -
2012 Poster: Learning with Recursive Perceptual Representations »
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2011 Poster: Heavy-tailed Distances for Gradient Based Image Descriptors »
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2010 Poster: Factorized Latent Spaces with Structured Sparsity »
Yangqing Jia · Mathieu Salzmann · Trevor Darrell