Please note that all provided slots are in Eastern Daylight Time (EDT), and use a 24h format. The workshop will be held in person on Saturday, July 23rd, 2022 at the Baltimore Convention Center.
|8:45 9:00||Opening welcome speech: introducing the aims of the workshop, and briefly introducing the speakers.|
|9:00 9:30||Keynote 1: Melika Payvand.
Title: Brain-inspired hardware and algorithm co-design for low power online training on the edge
|09:30 10:00||Keynote 2: Alexander Keller.
Title: How Computer Graphics advances Hardware Aware Efficient Training
|10:00 11:30||Poster session I: open discussion and coffee break.|
|11:30 12:00||Keynote 3: Damien Querlioz.
Title: Memory-Centric Machine Learning
|13:15 13:45||Keynote 4: Fabien Cardinaux.
Title: DNN Quantization with Mixed Precision and Trained Lookup Tables
|13:45 14:15||Keynote 5: Tien-Ju Yang.
Title: Neural Network Design and Training for Efficient On-Device Learning
|14:15 14:45||Keynote 6: Jian Tang.
Title: Neural Bellman-Ford Networks: An Efficient and General Path-based Method for Link Prediction based on GNNs
|14:45 15:00||Best paper award presentation.
|15:00 16:30||Poster session II: open discussion and coffee break.|
|16:30 17:15||Panel discussion.|
|17:15 17:30||Closing remarks.|