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Fri Jun 14 08:30 AM -- 08:40 AM (PDT)
Welcome and Introduction
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Fri Jun 14 08:40 AM -- 09:10 AM (PDT)
Hardware Efficiency Aware Neural Architecture Search and Compression
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Song Han
[ Video] 
Fri Jun 14 09:10 AM -- 09:40 AM (PDT)
Structured matrices for efficient deep learning
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sanjiv Kumar
[ Video] 
Fri Jun 14 09:40 AM -- 10:00 AM (PDT)
DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Simon Wiedemann
[ Video] 
Fri Jun 14 10:00 AM -- 10:30 AM (PDT)
Poster spotlight presentations
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Fri Jun 14 10:30 AM -- 11:00 AM (PDT)
Coffee Break AM
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Fri Jun 14 11:00 AM -- 11:30 AM (PDT)
Understanding the Challenges of Algorithm and Hardware Co-design for Deep Neural Networks
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Vivienne Sze
[ Video] 
Fri Jun 14 11:30 AM -- 11:50 AM (PDT)
Dream Distillation: A Data-Independent Model Compression Framework
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Kartikeya Bhardwaj
[ Video] 
Fri Jun 14 11:50 AM -- 12:10 PM (PDT)
The State of Sparsity in Deep Neural Networks
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Trevor Gale
[ Video] 
Fri Jun 14 12:10 PM -- 12:40 PM (PDT)
Lunch break
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Fri Jun 14 12:40 PM -- 02:00 PM (PDT)
Poster session
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Cong Hao · Zhongqiu Lin · Chengcheng Li · Lars Ruthotto · Bin Yang · Deepthi Karkada
Fri Jun 14 02:00 PM -- 02:30 PM (PDT)
DNN Training and Inference with Hyper-Scaled Precision
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Kailash Gopalakrishnan
[ Video] 
Fri Jun 14 02:30 PM -- 03:00 PM (PDT)
Mixed Precision Training & Inference
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Jonathan Dekhtiar
[ Video] 
Fri Jun 14 03:00 PM -- 03:20 PM (PDT)
Learning Compact Neural Networks Using Ordinary Differential Equations as Activation Functions
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Fri Jun 14 03:00 PM -- 03:30 PM (PDT)
Coffee Break PM
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Fri Jun 14 03:20 PM -- 03:40 PM (PDT)
Triplet Distillation for Deep Face Recognition
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Fri Jun 14 03:30 PM -- 03:50 PM (PDT)
Learning Compact Neural Networks Using Ordinary Differential Equations as Activation Functions
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
[ Video] 
Fri Jun 14 03:40 PM -- 04:00 PM (PDT)
Single-Path NAS: Device-Aware Efficient ConvNet Design
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Fri Jun 14 03:50 PM -- 04:10 PM (PDT)
Triplet Distillation for Deep Face Recognition
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Fri Jun 14 04:10 PM -- 04:30 PM (PDT)
Single-Path NAS: Device-Aware Efficient ConvNet Design
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Dimitrios Stamoulis
[ Video] 
Fri Jun 14 04:30 PM -- 05:30 PM (PDT)
Panel discussion
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
[ Video] 
Fri Jun 14 05:30 PM -- 05:45 PM (PDT)
Wrap-up and Closing
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)