no code implementations • 14 May 2024 • Nilaksh Das, Saket Dingliwal, Srikanth Ronanki, Rohit Paturi, David Huang, Prashant Mathur, Jie Yuan, Dhanush Bekal, Xing Niu, Sai Muralidhar Jayanthi, Xilai Li, Karel Mundnich, Monica Sunkara, Sundararajan Srinivasan, Kyu J Han, Katrin Kirchhoff
The models are instruction finetuned using continuous latent representations extracted from the speech foundation model to achieve optimal zero-shot performance on a diverse range of speech processing tasks using natural language instructions.
1 code implementation • 26 Oct 2023 • Chawin Sitawarin, Jaewon Chang, David Huang, Wesson Altoyan, David Wagner
We evaluate the transfer attacks in this setting and propose a specialized defense method based on a game-theoretic perspective.
no code implementations • 23 Mar 2023 • Min Gao, Tristan T. Hormel, Yukun Guo, Kotaro Tsuboi, Christina J. Flaxel, David Huang, Thomas S. Hwang, Yali Jia
Although not all MAs seen with FA were identified with OCT, some MAs seen with OCT were not visible with FA or FP.
no code implementations • 13 Dec 2022 • Pengxiao Zang, Tristan T. Hormel, Jie Wang, Yukun Guo, Steven T. Bailey, Christina J. Flaxel, David Huang, Thomas S. Hwang, Yali Jia
To ensure that the BAM only highlights classifier-utilized biomarkers an assistant generator was trained to do the opposite, producing scans that would be classified as referable by the classifier from non-referable scans.