Schedule

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.

Time (EDT)	Event
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
12:00 13:15	Lunch.
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.