11 January 2021

Join the Zoom room!

LA NY CET Bejing SYD Main room
3:00 AM 6:00 AM 12:00 PM 7:00 PM 10:00 PM Welcome and introduction
3:10 AM 6:10 AM 12:10 PM 7:10 PM 10:10 PM Tutorial "Data Parallel training of Neural Networks. Overcoming the challenges of very large batch training"
Adam Henryk Grzywaczewski, NVIDIA
4:30 AM 7:30 AM 1:30 PM 8:30 PM 11:30 PM Lightning talks
Short summaries of all the papers accepted to the workshop (3 minutes each)
5:00 AM 8:00 AM 2:00 PM 9:00 PM 12:00 AM

Oral presentation

WaveTF: a fast 2D wavelet transform for machine learning in Keras
Francesco Versaci (CRS4)
Lightning talk Presentation

5:30 AM 8:30 AM 2:30 PM 9:30 PM 12:30 AM

Short presentations

Learning Sparse Filters In Deep Convolutional Neural Networks With A l1/l2 Pseudo-Norm
"Anthony Berthelier (Université Clermont Auvergne), Yongzhe Yan (Université Clermont Auvergne), Thierry Chateau (UCA), Christophe Blanc (universite de clermont auvergne), Stefan Duffner (INSA Lyon), Christophe Garcia (INSA de Lyon")
Lightning talk Presentation

Introducing Region Pooling Learning
Jesus Adan Cruz Vargas (intel), Julio Zamora (Intel), Omesh Tickoo (Intel)
Lightning talk Presentation

6:00 AM 9:00 AM 3:00 PM 10:00 PM 1:00 AM Best paper announcement
6:10 AM 9:10 AM 3:10 PM 10:10 PM 1:10 AM

Short presentations

Multi-node training for StyleGAN2
Niki Loppi (NVIDIA), Tuomas Kynkäänniemi (NVIDIA, Aalto University)
Lightning talk Presentation

Flow R-CNN: Flow-enhanced object detection
Athanasios Psaltis (CERTH), Anastasios Dimou (CERTH), Federico Alvarez (GATV), Petros Daras (ITI-CERTH, Greece)
Lightning talk Presentation

6:30 AM 9:30 AM 3:30 PM 10:30 PM 1:30 AM

Oral presentation

Convergence dynamics of Generative Adversarial Networks: the dual metric flows
Gabriel Turinici (CEREMADE, Université Paris Dauphine, PSL Research University)
Lightning talk Presentation

7:00 AM 10:00 AM 4:00 PM 11:00 PM 2:00 AM

Short presentations

Compressed Video Action Recognition using Motion Vector Representation
Zhou Chenghui (Northwestern Polytechnical University), Chen Xiaolei (cnpc), Sun Pei (cnpc), Guanwen Zhang (Northwestern Polytechnical University), Wei Zhou (Northwestern Polytechnical University)
Lightning talk Presentation

Second order bifurcating methodology for Neural Network training and topology optimization
Julio Zamora (Intel), Jesus Adan Cruz Vargas (intel), Omesh Tickoo (Intel)
Lightning talk Presentation

7:30 AM 10:30 AM 4:30 PM 11:30 PM 2:30 AM Invited talk "Using the Convergence of HPC*AI to Solve Science Grand Challenges"
Tom Gibbs, NVIDIA
8:00 AM 11:00 AM 5:00 PM 12:00 AM 3:00 AM

Short presentations

Biomedical Named Entity Recognition at Scale
Veysel Kocaman (John Snow Labs), David Talby (John Snow Labs)
Lightning talk Presentation

PyraD-DCNN: a Fully Convolutional Neural Network for signal to sequence modeling, application on Offline Text Recognition Systems
Jonathan Jouanne (ARIADNEXT), Quentin Dauchy (ARIADNEXT), Ahmad Montaser Awal (ARIADNEXT)

8:30 AM 11:30 AM 5:30 PM 12:30 AM 3:30 AM Invited talk "Get to Know Leonardo, the Next EuroHPC System for Italian and European Research"
Mirko Cestari, CINECA
9:00 AM 12:00 PM 6:00 PM 1:00 AM 4:00 AM Concluding remarks

The best paper will be announced during the workshop and awarded with a NVIDIA Titan RTX GPU .