Skip to yearly menu bar Skip to main content


(22 events)   Timezone:  
Show all
Toggle Poster Visibility
Sat Jun 15 12:30 AM -- 12:40 AM (KST)
Welcome and Introduction
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sat Jun 15 12:40 AM -- 01:10 AM (KST)
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] 
Sat Jun 15 01:10 AM -- 01:40 AM (KST)
Structured matrices for efficient deep learning
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sanjiv Kumar
[ Video] 
Sat Jun 15 01:40 AM -- 02:00 AM (KST)
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] 
Sat Jun 15 02:00 AM -- 02:30 AM (KST)
Poster spotlight presentations
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sat Jun 15 02:30 AM -- 03:00 AM (KST)
Coffee Break AM
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sat Jun 15 03:00 AM -- 03:30 AM (KST)
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] 
Sat Jun 15 03:30 AM -- 03:50 AM (KST)
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] 
Sat Jun 15 03:50 AM -- 04:10 AM (KST)
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] 
Sat Jun 15 04:10 AM -- 04:40 AM (KST)
Lunch break
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sat Jun 15 04:40 AM -- 06:00 AM (KST)
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
Sat Jun 15 06:00 AM -- 06:30 AM (KST)
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] 
Sat Jun 15 06:30 AM -- 07:00 AM (KST)
Mixed Precision Training & Inference
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Jonathan Dekhtiar
[ Video] 
Sat Jun 15 07:00 AM -- 07:20 AM (KST)
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)
Sat Jun 15 07:00 AM -- 07:30 AM (KST)
Coffee Break PM
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sat Jun 15 07:20 AM -- 07:40 AM (KST)
Triplet Distillation for Deep Face Recognition
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sat Jun 15 07:30 AM -- 07:50 AM (KST)
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] 
Sat Jun 15 07:40 AM -- 08:00 AM (KST)
Single-Path NAS: Device-Aware Efficient ConvNet Design
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sat Jun 15 07:50 AM -- 08:10 AM (KST)
Triplet Distillation for Deep Face Recognition
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
Sat Jun 15 08:10 AM -- 08:30 AM (KST)
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] 
Sat Jun 15 08:30 AM -- 09:30 AM (KST)
Panel discussion
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)
[ Video] 
Sat Jun 15 09:30 AM -- 09:45 AM (KST)
Wrap-up and Closing
In Joint Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR)