1 code implementation • 16 Apr 2024 • TaeHo Kim, Yanming Wang, Vatshank Chaturvedi, Lokesh Gupta, Seyeon Kim, Yongin Kwon, Sangtae Ha
Fine-tuning pre-trained large language models (LLMs) with limited hardware presents challenges due to GPU memory constraints.
1 code implementation • 12 Jul 2023 • Weipeng Zhuo, Ka Ho Chiu, Jierun Chen, Ziqi Zhao, S. -H. Gary Chan, Sangtae Ha, Chul-Ho Lee
To build a prediction model to identify the floor number of a new RF signal upon its measurement, conventional approaches using the crowdsourced RF signals assume that at least few labeled signal samples are available on each floor.
no code implementations • 4 Nov 2022 • Anh Nguyen, Galen Pogoncheff, Ban Xuan Dong, Nam Bui, Hoang Truong, Nhat Pham, Linh Nguyen, Hoang Huu Nguyen, Sy Duong-Quy, Sangtae Ha, Tam Vu
Various intervention therapies ranging from pharmaceutical to hi-tech tailored solutions have been available to treat difficulty in falling asleep commonly caused by insomnia in modern life.
1 code implementation • 4 Jul 2022 • Yongin Kwon, Jemin Lee, TaeHo Kim, Sangtae Ha
We propose CPrune, a compiler-informed model pruning for efficient target-aware DNN execution to support an application with a required target accuracy.
1 code implementation • CVPR 2022 • Jierun Chen, Tianlang He, Weipeng Zhuo, Li Ma, Sangtae Ha, S. -H. Gary Chan
Extensive experiments on face recognition show that TVConv reduces the computational cost by up to 3. 1x and improves the corresponding throughput by 2. 3x while maintaining a high accuracy compared to the depthwise convolution.
1 code implementation • 25 Jul 2017 • Blake Caldwell, Youngbin Im, Sangtae Ha, Richard Han, Eric Keller
Disaggregating resources in data centers is an emerging trend.
Operating Systems