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Conference and Workshop Papers
- 2024
[c7]Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala:
Zero-Shot Robustification of Zero-Shot Models. ICLR 2024- [c6]Dyah Adila, Shuai Zhang, Boran Han, Bernie Wang:
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach. ICML 2024 - 2023
- [c5]Nicholas Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala:
Geometry-Aware Adaptation for Pretrained Models. NeurIPS 2023 - [c4]Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala:
Mitigating Source Bias for Fairer Weak Supervision. NeurIPS 2023 - 2022
- [c3]Nicholas Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala:
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. NeurIPS 2022 - [c2]Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré:
Shoring up the foundations: fusing model embeddings and weak supervision. UAI 2022: 357-367 - 2021
- [c1]Dyah Adila, Dongyeop Kang:
Understanding Out-of-distribution: A Perspective of Data Dynamics. ICBINB@NeurIPS 2021: 1-8
Informal and Other Publications
- 2024
- [i10]Tzu-Heng Huang, Changho Shin, Sui Jiet Tay, Dyah Adila, Frederic Sala:
Multimodal Data Curation via Object Detection and Filter Ensembles. CoRR abs/2401.12225 (2024) - [i9]Dyah Adila, Shuai Zhang, Boran Han, Yuyang Wang:
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach. CoRR abs/2406.03631 (2024) - [i8]Dyah Adila, Changho Shin, Yijing Zhang
, Frederic Sala:
Is Free Self-Alignment Possible? CoRR abs/2406.03642 (2024) - 2023
- [i7]Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala:
Mitigating Source Bias for Fairer Weak Supervision. CoRR abs/2303.17713 (2023) - [i6]Nicholas Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala:
Geometry-Aware Adaptation for Pretrained Models. CoRR abs/2307.12226 (2023) - [i5]Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala:
Zero-Shot Robustification of Zero-Shot Models With Foundation Models. CoRR abs/2309.04344 (2023) - 2022
- [i4]Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré:
Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision. CoRR abs/2203.13270 (2022) - [i3]Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala:
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. CoRR abs/2208.14362 (2022) - 2021
- [i2]Ju Sun, Le Peng, Taihui Li, Dyah Adila, Zach Zaiman, Genevieve B. Melton, Nicholas Ingraham, Eric Murray, Daniel Boley, Sean Switzer, John L. Burns, Kun Huang, Tadashi Allen, Scott D. Steenburg, Judy Wawira Gichoya, Erich Kummerfeld, Christopher J. Tignanelli:
A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals. CoRR abs/2106.02118 (2021) - [i1]Dyah Adila, Dongyeop Kang:
Understanding Out-of-distribution: A Perspective of Data Dynamics. CoRR abs/2111.14730 (2021)
Coauthor Index
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