Program

Schedule

The workshop will be on 13:00-17:00 PM PST on June 20, 2021.

12:50-13:00 Welcome by organizers: Peter Vajda (Facebook), Pete Warden (Google), Chris Rowen (Cisco), Andrew Howard (Google), Kurt Keutzer (Berkeley), Peizhao Zhang (Facebook), Bichen Wu (Facebook)

13:00-13:20 Invited talk: Carole-Jean Wu (Facebook AI Research and Arizona State University)

13:20-13:40 Invited talk: Andrew Howard (Google)

13:40-14:00 Invited talk: Song Han (Massachusetts Institute of Technology)

14:00-14:50 Paper submission presentation

14:50-15:10 Invited talk: Xiaoliang Dai (Facebook)

15:10-15:30 Invited talk: Yingyan Lin (Rice University)

15:30-16:00 Panel discussion: the future of efficient deep learning

16:00-16:35 Low Power Computer Vision Challenge talks (2020 LPCV results)

• LPCV Overview

• PyTorch UAV Video Track - Christian Keller (Facebook)

• FPGA Image Track - Elliott Delaye (Xilinx)

• OVIC (On-device Visual Intelligence Competition) Image Track - Alex Stark (Google)

16:35-17:00 Low Power Computer Vision Challenge panel discussion: Challenges on low power Computer Vision and future direction for competition.

• Panelists: Teng Xi (Baidu), Mark Sandler (Google), Elliott Delaye (Xilinx), George K. Thiruvathukal (Loyola University Chicago and Argonne National Laboratory)

17:00 - 17:10 Closing remarks

Note:

Invited talk: 15 min live talk + 5 min Q&A

Paper submission talk: 5 min pre-recorded talk