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On-Device ML Frameworks
Jeff Gehlhaar · Yangqing Jia · Rajat Monga
Sat Dec 09 11:00 AM -- 11:45 AM (PST) @
Author Information
Jeff Gehlhaar (Qualcomm Inc.)
Yangqing Jia (Facebook)
Rajat Monga (Google)
More from the Same Authors
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2018 : Lunch provided and Open Source ML Systems Showcase (TensorFlow, PyTorch 1.0, MxNET, Keras, CoreML, Ray, Chainer) »
Rajat Monga · Soumith Chintala · Thierry Moreau · Francois Chollet · Daniel Crankshaw · Robert Nishihara · Seiya Tokui -
2017 : Data center to the edge: a journey with TensorFlow »
Rajat Monga -
2017 : Caffe2: Lessons from Running Deep Learning on the World’s Smart Phones »
Yangqing Jia -
2017 : High performance ultra-low-precision convolutions on mobile devices »
Andrew Tulloch · Yangqing Jia -
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 »
Oriol Vinyals · Yangqing Jia · Li Deng · Trevor Darrell -
2012 Poster: Large Scale Distributed Deep Networks »
Jeff Dean · Greg Corrado · Rajat Monga · Kai Chen · Matthieu Devin · Quoc V Le · Mark Mao · Marc'Aurelio Ranzato · Andrew Senior · Paul Tucker · Ke Yang · Andrew Y Ng -
2011 Poster: Heavy-tailed Distances for Gradient Based Image Descriptors »
Yangqing Jia · Trevor Darrell -
2010 Poster: Factorized Latent Spaces with Structured Sparsity »
Yangqing Jia · Mathieu Salzmann · Trevor Darrell