CVPR 2022 Tutorial onDeep AUC Maximization: From Algorithms to Practice |
||
8:45am - 12:15pm, June 20, 2022 |
• Introduction (motivations, definitions, history, structure) (8:45 - 9:00am, Yang)
• Old-school Methods (Batch and Online Methods) (9:00 - 9:15am, Ying)
• AUC Maximization in the Era of Big Data (9:15 - 9:45am, Ying)
• AUC Maximization in the Era of AI (9:45 - 10:15am, Liu)
• Break (10:15 - 10:30am)
• Partial AUC Maximization: Old and New (10:30 - 11:00am, Narasimhan)
• AP Maximization (11:00 - 11:30am, Yang)
• Applications & Library (11:30 - 11:50am, Yang)
• Future Work (11:50 - 12:15pm, Yang)