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Taesik Na
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2020 – today
- 2024
- [c20]Xiaochen Wang, Xiao Xiao, Ruhan Zhang, Xuan Zhang, Taesik Na, Tejaswi Tenneti, Haixun Wang, Fenglong Ma:
Mitigating Pooling Bias in E-commerce Search via False Negative Estimation. KDD 2024: 5917-5925 - 2023
- [j12]Haixun Wang, Taesik Na:
Rethinking E-Commerce Search. SIGIR Forum 57(2): 24:1-24:19 (2023) - [i7]Xiaochen Wang, Xiao Xiao, Ruhan Zhang, Xuan Zhang, Taesik Na, Tejaswi Tenneti, Haixun Wang, Fenglong Ma:
Mitigating Pooling Bias in E-commerce Search via False Negative Estimation. CoRR abs/2311.06444 (2023) - [i6]Haixun Wang, Taesik Na:
Rethinking E-Commerce Search. CoRR abs/2312.03217 (2023) - 2022
- [i5]Yuqing Xie
, Taesik Na, Xiao Xiao, Saurav Manchanda, Young Rao, Zhihong Xu, Guanghua Shu, Esther Vasiete, Tejaswi Tenneti, Haixun Wang:
An Embedding-Based Grocery Search Model at Instacart. CoRR abs/2209.05555 (2022) - 2021
- [j11]Xiaosen Liu
A Universal Modular Hybrid LDO With Fast Load Transient Response and Programmable PSRR in 14-nm CMOS Featuring Dynamic Clamp Strength Tuning. IEEE J. Solid State Circuits 56(8): 2402-2415 (2021) - 2020
- [j10]Minah Lee
Cross-Layer Noise Analysis in Smart Digital Pixel Sensors With Integrated Deep Neural Network. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(4): 444-457 (2020) - [c19]Minah Lee
Effect of Process Variations in Digital Pixel Circuits on the Accuracy of DNN based Smart Sensor. AICAS 2020: 296-300 - [c18]Minah Lee
WarningNet: A Deep Learning Platform for Early Warning of Task Failures under Input Perturbation for Reliable Autonomous Platforms. DAC 2020: 1-6 - [c17]Bita Darvish Rouhani, Daniel Lo, Ritchie Zhao, Ming Liu, Jeremy Fowers, Kalin Ovtcharov, Anna Vinogradsky, Sarah Massengill, Lita Yang, Ray Bittner, Alessandro Forin, Haishan Zhu, Taesik Na, Prerak Patel, Shuai Che, Lok Chand Koppaka, Xia Song, Subhojit Som, Kaustav Das, Saurabh Tiwary, Steven K. Reinhardt, Sitaram Lanka, Eric S. Chung, Doug Burger:
Pushing the Limits of Narrow Precision Inferencing at Cloud Scale with Microsoft Floating Point. NeurIPS 2020
2010 – 2019
- 2019
- [j9]Burhan Ahmad Mudassar
CAMEL: An Adaptive Camera With Embedded Machine Learning-Based Sensor Parameter Control. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(3): 498-508 (2019) - [j8]Jong Hwan Ko
Design and Analysis of a Neural Network Inference Engine Based on Adaptive Weight Compression. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(1): 109-121 (2019) - [c16]Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay:
A Spatiotemporal Pre-processing Network for Activity Recognition under Rain. BMVC 2019: 178 - [c15]Burhan Ahmad Mudassar, Priyabrata Saha, Yun Long, Mohammad Faisal Amir, Evan Gebhardt, Taesik Na, Jong Hwan Ko, Marilyn Wolf, Saibal Mukhopadhyay:
A Camera with Brain - Embedding Machine Learning in 3D Sensors. DATE 2019: 680-685 - [c14]Taesik Na, Minah Lee
Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms. IJCNN 2019: 1-7 - [c13]Xiaosen Liu, Harish K. Krishnamurthy, Taesik Na, Sheldon Weng, Khondker Z. Ahmed, Krishnan Ravichandran, James W. Tschanz, Vivek De:
A Modular Hybrid LDO with Fast Load-Transient Response and Programmable PSRR in 14nm CMOS Featuring Dynamic Clamp Tuning and Time-Constant Compensation. ISSCC 2019: 234-236 - [i4]Taesik Na, Minah Lee, Burhan Ahmad Mudassar, Priyabrata Saha, Jong Hwan Ko, Saibal Mukhopadhyay:
Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms. CoRR abs/1904.12426 (2019) - 2018
- [b1]Taesik Na:
Energy efficient, secure and noise robust deep learning for the internet of things. Georgia Institute of Technology, Atlanta, GA, USA, 2018 - [j7]Jong Hwan Ko
An Energy-Quality Scalable Wireless Image Sensor Node for Object-Based Video Surveillance. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(3): 591-602 (2018) - [j6]Duckhwan Kim
DeepTrain: A Programmable Embedded Platform for Training Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(11): 2360-2370 (2018) - [j5]Yun Long
ReRAM-Based Processing-in-Memory Architecture for Recurrent Neural Network Acceleration. IEEE Trans. Very Large Scale Integr. Syst. 26(12): 2781-2794 (2018) - [c12]Jong Hwan Ko, Taesik Na, Mohammad Faisal Amir, Saibal Mukhopadhyay:
Edge-Host Partitioning of Deep Neural Networks with Feature Space Encoding for Resource-Constrained Internet-of-Things Platforms. AVSS 2018: 1-6 - [c11]Yun Long, Taesik Na, Prakshi Rastogi, Karthik Rao, Asif Islam Khan, Sudhakar Yalamanchili, Saibal Mukhopadhyay:
A ferroelectric FET based power-efficient architecture for data-intensive computing. ICCAD 2018: 32 - [c10]Taesik Na, Jong Hwan Ko, Saibal Mukhopadhyay:
Cascade Adversarial Machine Learning Regularized with a Unified Embedding. ICLR (Poster) 2018 - [i3]Jong Hwan Ko, Taesik Na, Mohammad Faisal Amir, Saibal Mukhopadhyay:
Edge-Host Partitioning of Deep Neural Networks with Feature Space Encoding for Resource-Constrained Internet-of-Things Platforms. CoRR abs/1802.03835 (2018) - 2017
- [j4]Jong Hwan Ko
A Single-Chip Image Sensor Node With Energy Harvesting From a CMOS Pixel Array. IEEE Trans. Circuits Syst. I Regul. Pap. 64-I(9): 2295-2307 (2017) - [j3]Taesik Na
Clock Data Compensation Aware Digital Circuits Design for Voltage Margin Reduction. IEEE Trans. Circuits Syst. I Regul. Pap. 64-I(9): 2401-2413 (2017) - [c9]Jong Hwan Ko, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay:
Design of an Energy-Efficient Accelerator for Training of Convolutional Neural Networks using Frequency-Domain Computation. DAC 2017: 59:1-59:6 - [c8]Jong Hwan Ko, Duckhwan Kim, Taesik Na, Jaeha Kung
Adaptive weight compression for memory-efficient neural networks. DATE 2017: 199-204 - [c7]Taesik Na, Jong Hwan Ko, Saibal Mukhopadhyay:
Clock data compensation aware clock tree synthesis in digital circuits with adaptive clock generation. DATE 2017: 1504-1509 - [c6]Taesik Na, Jong Hwan Ko, Jaeha Kung
On-chip training of recurrent neural networks with limited numerical precision. IJCNN 2017: 3716-3723 - [c5]Jong Hwan Ko, Yun Long, Mohammad Faisal Amir, Duckhwan Kim, Jaeha Kung
Energy-efficient neural image processing for Internet-of-Things edge devices. MWSCAS 2017: 1069-1072 - [i2]Taesik Na, Jong Hwan Ko, Saibal Mukhopadhyay:
Cascade Adversarial Machine Learning Regularized with a Unified Embedding. CoRR abs/1708.02582 (2017) - [i1]Duckhwan Kim, Taesik Na, Sudhakar Yalamanchili, Saibal Mukhopadhyay:
NeuroTrainer: An Intelligent Memory Module for Deep Learning Training. CoRR abs/1710.04347 (2017) - 2016
- [c4]Jong Hwan Ko, Taesik Na, Saibal Mukhopadhyay:
An energy-efficient wireless video sensor node with a region-of-interest based multi-parameter rate controller for moving object surveillance. AVSS 2016: 138-144 - [c3]Taesik Na, Saibal Mukhopadhyay:
Behavioral modeling of timing slack variation in digital circuits due to power supply noise. DATE 2016: 281-284 - [c2]Taesik Na, Saibal Mukhopadhyay:
Speeding up Convolutional Neural Network Training with Dynamic Precision Scaling and Flexible Multiplier-Accumulator. ISLPED 2016: 58-63 - 2013
- [j2]Kyomin Sohn, Taesik Na, Indal Song, Yong Shim, Wonil Bae, Sanghee Kang, Dongsu Lee, Hangyun Jung, Seok-Hun Hyun, Hanki Jeoung, Ki Won Lee, Jun-Seok Park, Jongeun Lee, Byunghyun Lee, Inwoo Jun, Juseop Park, Junghwan Park, Hundai Choi, Sanghee Kim, Haeyoung Chung, Young Choi, Dae-Hee Jung, Byungchul Kim, Jung-Hwan Choi, Seong-Jin Jang, Chi-Wook Kim, Jung-Bae Lee, Joo-Sun Choi:
A 1.2 V 30 nm 3.2 Gb/s/pin 4 Gb DDR4 SDRAM With Dual-Error Detection and PVT-Tolerant Data-Fetch Scheme. IEEE J. Solid State Circuits 48(1): 168-177 (2013) - 2012
- [c1]Kyomin Sohn, Taesik Na, Indal Song, Yong Shim, Wonil Bae, Sanghee Kang, Dongsu Lee, Hangyun Jung, Hanki Jeoung, Ki Won Lee, Junsuk Park, Jongeun Lee, Byunghyun Lee, Inwoo Jun, Juseop Park, Junghwan Park, Hundai Choi, Sanghee Kim, Haeyoung Chung, Young Choi, Dae-Hee Jung, Jang Seok Choi, Byung-Sick Moon, Jung-Hwan Choi, Byungchul Kim, Seong-Jin Jang, Joo-Sun Choi, Kyungseok Oh:
A 1.2V 30nm 3.2Gb/s/pin 4Gb DDR4 SDRAM with dual-error detection and PVT-tolerant data-fetch scheme. ISSCC 2012: 38-40
2000 – 2009
- 2008
- [j1]Jonghoon Lee, Chul-Ki Lee, Jiho Han, Hanku Chi, Taesik Na, Deog-Kyoon Jeong, Jae-Hwa Kwak, Jin-su Ahn, Sangho Yoon:
An ethernet switch architecture for bandwidth provision of broadband access networks. IEEE Commun. Mag. 46(4): 160-167 (2008)
Coauthor Index
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