no code implementations • 26 Mar 2024 • Kartikeya Bhardwaj, Nilesh Prasad Pandey, Sweta Priyadarshi, Kyunggeun Lee, Jun Ma, Harris Teague
Large generative models such as large language models (LLMs) and diffusion models have revolutionized the fields of NLP and computer vision respectively.
no code implementations • 26 Sep 2023 • Sweta Priyadarshi, Tianyu Jiang, Hsin-Pai Cheng, Sendil Krishna, Viswanath Ganapathy, Chirag Patel
Here, we have developed an elegant approach to eliminate building the accuracy predictor and extend DONNA to a computationally efficient setting.
no code implementations • 26 Sep 2023 • Kartikeya Bhardwaj, Hsin-Pai Cheng, Sweta Priyadarshi, Zhuojin Li
To solve the problem, we propose a novel bias correction on ZiCo, called ZiCo-BC.