Schedule

Schedule for June 20, 2021 in PST, UTC-07:00

• 08:00-8:20 Opening Remarks

• 08:20-8:45 Speaker: Himabindu Lakkaraju (Harvard). [LIVE zoom talk] [video]

• 08:45-9:10 Speaker: Krishna Gummadi (MPI-SWS). On the Alignment of Machine and Human Perceptions. [LIVE zoom talk]

• 09:10-9:20 Live Q&A

• 09:20-10:00 Oral Presentations:

  • • 9:20-9:30 Revisiting the Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis. Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara. [video] [paper]

    • 9:30-9:40 Inaccuracy of State-Action Value Function for Non-Optimal Actions in Adversarially Trained Deep Neural Policies. Ezgi Korkmaz. [video] [paper]

    • 9:40-9:50 The Harms that Arise and Persist after Release: An Analysis of Three Dataset Life Cycles through a Thousand Papers. Kenneth L. Peng, Arunesh Mathur, Arvind Narayanan. [video] [paper]

    • 09:50-10:00 Live Q&A

• 10:00-11:10 Coffee break and poster session for accepted work [poster session link (password: rcv2021cvpr)]

• 11:10-11:25 Speaker: Miranda Bogen (Facebook). Lenses of Responsible AI. [video]

• 11:25-11:50 Speaker: Vicente Ordonez Roman (University of Virginia). Toward Compositional Models that Mitigate Bias and Responsible Model Deployment. [video]

• 11:50-12:00 Live Q&A

• 12:00-12:30 Break

• 12:30-13:10 Speakers: Nashlie Sephus and Krishnaram Kenthapadi (Amazon). Responsible AI in Industry: Practical Challenges and Lessons Learned. [video]

• 13:10-13:35 Reza Shokri (NUS). Data Privacy and Trustworthy Machine Learning. [video]

• 13:35-14:00 Live Q&A

• 14:00-14:30 Break

• 14:30-15:15 Invited Talks

  • • 14:30-14:40 Fair Attribute Classification through Latent Space De-Biasing. Vikram V. Ramaswamy, Sunnie S. Y. Kim, Olga Russakovsky. [video] [paper]

    • 14:40-14:50 Adversarial Robustness under Long-Tail Distribution. Tong Wu, Ziwei Liu, Qingqiu Huang, Yu Wang, Dahua Lin. [video] [paper]

    • 14:50-15:00 Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs. Hui-Po Wang, Ning Yu, Mario Fritz. [video] [paper]

    • 15:00-15:15 Live Q&A

• 15:15-15:50 Fireside chat between Kate Crawford (MSR) and Judy Hoffman (Georgia Tech)

• 15:50-16:00 Live Q&A

• 16:00 Closing remarks and end of workshop

Speakers