33 Publications (Page 1 of 2)
2022
Stochastic gradient descent‐based support vector machines training optimization on Big Data and HPC frameworks
Abeykoon, Vibhatha⋅Fox, Geoffrey⋅Kim, Minje⋅Ekanayake, Saliya⋅Kamburugamuve, Supun⋅Govindarajan, Kannan⋅Wickramasinghe, Pulasthi⋅Perera, Niranda⋅Widanage, Chathura⋅Uyar, Ahmet⋅Gunduz, Gurhan and Akkas, Selahatin
Concurrency and Computation, vol. 34, (no. 8), Apr 2022. | Journal Article
2020
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source Separation
Kim, Sunwoo⋅Yang, Haici and Kim, Minje
2020-02-14. | Journal Article
 
Deep Autotuner: a Pitch Correcting Network for Singing Performances
Wager, Sanna⋅Tzanetakis, George⋅Wang, Cheng-i and Kim, Minje
2020-02-11. | Journal Article
 
Efficient And Scalable Neural Residual Waveform Coding With Collaborative Quantization
Zhen, Kai⋅Lee, Mi Suk⋅Sung, Jongmo⋅Beack, Seungkwon and Kim, Minje
2020-02-13. | Journal Article
 
Output power density enhancement of triboelectric nanogenerators via ferroelectric polymer composite interfacial layers
Cao, Viet Anh⋅Lee, Sol⋅Kim, Minje⋅Alam, Md Mehebub⋅Park, Pangun and Nah, Junghyo
Nano Energy, vol. 67, pp. 104300, January 2020. | Journal Article
 
Sparse Mixture of Local Experts for Efficient Speech Enhancement
Sivaraman, Aswin and Kim, Minje
2020-05-16. | Journal Article
2019
A Dual-Staged Context Aggregation Method Towards Efficient End-To-End Speech Enhancement
Zhen, Kai⋅Lee, Mi Suk and Kim, Minje
2019-08-18. | Journal Article
 
Assessment of Dysarthria Using One-Word Speech Recognition with Hidden Markov Models
Lee, Seung Hak⋅Kim, Minje⋅Seo, Han Gil⋅Oh, Byung Mo⋅Lee, Gangpyo and Leigh, Ja Ho
Journal of Korean medical science, vol. 34, (no. 13), pp. e108, 2019-Apr-08. | Journal Article
 
AutoQ: Automated Kernel-Wise Neural Network Quantization
Lou, Qian⋅Lou, Qian⋅Guo, Feng⋅Guo, Feng⋅Liu, Lantao⋅Liu, Lantao⋅Kim, Minje⋅Kim, Minje⋅Jiang, Lei and Jiang, Lei
2019-02-15. | Journal Article
 
AutoQB: AutoML for Network Quantization and Binarization on Mobile Devices
Lou, Qian⋅Lou, Qian⋅Liu, Lantao⋅Liu, Lantao⋅Kim, Minje⋅Kim, Minje⋅Jiang, Lei and Jiang, Lei
2019-02-15. | Journal Article
 
Cascaded Cross-Module Residual Learning towards Lightweight End-to-End Speech Coding
Zhen, Kai⋅Sung, Jongmo⋅Lee, Mi Suk⋅Beack, Seungkwon and Kim, Minje
2019-06-18. | Journal Article
 
Deep Autotuner: A Data-Driven Approach to Natural-Sounding Pitch Correction for Singing Voice in Karaoke Performances
Wager, Sanna⋅Tzanetakis, George⋅Wang, Cheng-i⋅Guo, Lijiang⋅Sivaraman, Aswin and Kim, Minje
2019-02-03. | Journal Article
 
Electrically Activated Ultrathin PVDF‐TrFE Air Filter for High‐Efficiency PM 1.0 Filtration
Han, Kyung Seok⋅Han, Kyung Seok⋅Lee, Sol⋅Lee, Sol⋅Kim, Minje⋅Kim, Minje⋅Park, Pangun⋅Park, Pangun⋅Lee, Min Hyung⋅Lee, Min Hyung⋅Nah, Junghyo and Nah, Junghyo
Advanced Functional Materials, pp. 1903633, 2019-07-15. | Journal Article
 
Improvement of Ant Colony Optimization Algorithm to Solve Traveling Salesman Problem
Jang, Juyoung⋅Kim, Minje and Lee, Jonghwan
Journal of Society of Korea Industrial and Systems Engineering, vol. 42, (no. 3), pp. 7, 2019-09-30. | Journal Article
 
Incremental Binarization on Recurrent Neural Networks for Single-channel Source Separation
Kim, Sunwoo⋅Maity, Mrinmoy and Kim, Minje
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 380, 2019-May. | Journal Article
 
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation
Fox, Geoffrey⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Glazier, James A⋅Glazier, James A⋅Glazier, James A⋅Glazier, James A⋅Glazier, James A⋅Glazier, James A⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Kadupitiya, JCS⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Jadhao, Vikram⋅Kim, Minje⋅Kim, Minje⋅Kim, Minje⋅Kim, Minje⋅Kim, Minje⋅Kim, Minje⋅Qiu, Judy⋅Qiu, Judy⋅Qiu, Judy⋅Qiu, Judy⋅Qiu, Judy⋅Qiu, Judy⋅Sluka, James P⋅Sluka, James P⋅Sluka, James P⋅Sluka, James P⋅Sluka, James P⋅Sluka, James P⋅Somogyi, Endre⋅Somogyi, Endre⋅Somogyi, Endre⋅Somogyi, Endre⋅Somogyi, Endre⋅Somogyi, Endre⋅Marathe, Madhav⋅Marathe, Madhav⋅Marathe, Madhav⋅Marathe, Madhav⋅Marathe, Madhav⋅Marathe, Madhav⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Adiga, Abhijin⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Chen, Jiangzhuo⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Beckstein, Oliver⋅Jha, Shantenu⋅Jha, Shantenu⋅Jha, Shantenu⋅Jha, Shantenu⋅Jha, Shantenu and Jha, Shantenu
2019-02-27. | Journal Article
 
Light‐Permeable Air Filter with Self‐Polarized Nylon‐11 Nanofibers for Enhanced Trapping of Particulate Matters
Park, Daehoon⋅Kim, Minje⋅Lee, Sol⋅Yoon, Ick‐Jae⋅Lee, Kayoung⋅Lee, Min Hyung and Nah, Junghyo
Advanced Materials Interfaces, vol. 6, (no. 5), pp. n/a, March 8, 2019. | Journal Article
 
Nearest Neighbor Search-Based Bitwise Source Separation Using Discriminant Winner-Take-All Hashing
Kim, Sunwoo and Kim, Minje
2019-08-26. | Journal Article
 
Performance Optimization on Model Synchronization in Parallel Stochastic Gradient Descent Based SVM
Abeykoon, Vibhatha⋅Abeykoon, Vibhatha⋅Fox, Geoffrey⋅Fox, Geoffrey⋅Kim, Minje and Kim, Minje
2019-05-03. | Journal Article
2018
A Data-Driven Approach to Smooth Pitch Correction for Singing Voice in Pop Music
Wager, Sanna⋅Guo, Lijiang⋅Sivaraman, Aswin and Kim, Minje
2018-05-07. | Journal Article
 
On Psychoacoustically Weighted Cost Functions Towards Resource-Efficient Deep Neural Networks for Speech Denoising
Zhen, Kai⋅Sivaraman, Aswin⋅Sung, Jongmo and Kim, Minje
2018-01-29. | Journal Article
2017
Bitwise Source Separation on Hashed Spectra: An Efficient Posterior Estimation Scheme Using Partial Rank Order Metrics
Guo, Lijiang and Kim, Minje
2017-08-22. | Journal Article
 
Collaborative Deep Learning for Speech Enhancement: A Run-Time Model Selection Method Using Autoencoders
Kim, Minje
2017-05-29. | Journal Article
 
DeepPicar: A Low-cost Deep Neural Network-based Autonomous Car
Bechtel, Michael G⋅McEllhiney, Elise⋅Kim, Minje and Yun, Heechul
2017-12-19. | Journal Article
 
On Exploiting Structured Human Interactions to Enhance Sensing Accuracy in Cyber-physical Systems
Wang, Hongwei⋅Wang, Hongwei⋅Gao, Yunlong⋅Gao, Yunlong⋅Hu, Shaohan⋅Hu, Shaohan⋅Wang, Shiguang⋅Wang, Shiguang⋅Mancuso, Renato⋅Mancuso, Renato⋅Kim, Minje⋅Kim, Minje⋅Wu, Poliang⋅Wu, Poliang⋅Su, Lu⋅Su, Lu⋅Sha, Lui⋅Sha, Lui⋅Abdelzaher, Tarek and Abdelzaher, Tarek
ACM Transactions on Cyber-Physical Systems, vol. 1, (no. 3), pp. 19, 07-24-2017. | Journal Article