Dyah Adila

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Multimodal Data

Top Venues

Publications

Tzu-Heng Huang, Changho Shin, Sui Jiet Tay, Dyah Adila, Frederic Sala
Multimodal Data Curation via Object Detection and Filter Ensembles. CoRR (2024)
Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala
Zero-Shot Robustification of Zero-Shot Models. ICLR (2024)
Dyah Adila, Changho Shin, Yijing Zhang, Frederic Sala
Is Free Self-Alignment Possible? CoRR (2024)
Dyah Adila, Shuai Zhang, Boran Han, Yuyang Wang
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach. CoRR (2024)
Nicholas Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
Geometry-Aware Adaptation for Pretrained Models. NeurIPS (2023)
Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala
Zero-Shot Robustification of Zero-Shot Models With Foundation Models. CoRR (2023)
Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala
Mitigating Source Bias for Fairer Weak Supervision. CoRR (2023)
Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala
Mitigating Source Bias for Fairer Weak Supervision. NeurIPS (2023)
Nicholas Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
Geometry-Aware Adaptation for Pretrained Models. CoRR (2023)
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 (2022)
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 (2022)
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)
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)
Dyah Adila, Dongyeop Kang
Understanding Out-of-distribution: A Perspective of Data Dynamics. ICBINB@NeurIPS (2021)
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 (2021)
Dyah Adila, Dongyeop Kang
Understanding Out-of-distribution: A Perspective of Data Dynamics. CoRR (2021)