Search Results for author: David Huang

Found 4 papers, 1 papers with code

SpeechVerse: A Large-scale Generalizable Audio Language Model

no code implementations14 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.

PubDef: Defending Against Transfer Attacks From Public Models

1 code implementation26 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.

Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map

no code implementations13 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.

Decision Making

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