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Showing results 1 to 15 of 15

Article
Automatic Brittle Fracture Ratio Estimation Using Convolutional Neural Network Regression Based on Classmap Regulation
  • Jeong, Seung Hyun ; 
  • Woo, Min Woo ; 
  • Koo, Gyogwon ; 
  • Lee, Jong-Hak ; 
  • Yun, Jong Pil
  • 2021-10
  • Jeong, Seung Hyun. (2021-10). Automatic Brittle Fracture Ratio Estimation Using Convolutional Neural Network Regression Based on Classmap Regulation. IEEE Access, 9, 136552–136560. doi: 10.1109/ACCESS.2021.3117579
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 700
  • Download : 0
Article
Automating Surgical Peg Transfer: Calibration With Deep Learning Can Exceed Speed, Accuracy, and Consistency of Humans
  • Hwang, Minho ; 
  • Ichnowski, Jeffrey ; 
  • Thananjeyan, Brijen ; 
  • Seita, Daniel ; 
  • Paradis, Samuel ; 
  • Fer, Danyal ; 
  • Low, Thomas ; 
  • Goldberg, Ken
  • 2023-04
  • Hwang, Minho. (2023-04). Automating Surgical Peg Transfer: Calibration With Deep Learning Can Exceed Speed, Accuracy, and Consistency of Humans. IEEE Transactions on Automation Science and Engineering, 20(2), 909–922. doi: 10.1109/TASE.2022.3171795
  • Institute of Electrical and Electronics Engineers
  • View : 427
  • Download : 0
Article
AutoRelax: HW-SW Co-Optimization for Efficient SpGEMM Operations with Automated Relaxation in Deep Learning
  • 2022-07
  • Park, Sehun. (2022-07). AutoRelax: HW-SW Co-Optimization for Efficient SpGEMM Operations with Automated Relaxation in Deep Learning. IEEE Transactions on Emerging Topics in Computing, 10(3), 1428–1442. doi: 10.1109/TETC.2021.3089848
  • IEEE Computer Society
  • View : 579
  • Download : 0
Article
Compression By and For Deep Boltzmann Machines
  • Li, Qing ; 
  • Chen, Yang ; 
  • Kim, Yongjune
  • 2020-12
  • Li, Qing. (2020-12). Compression By and For Deep Boltzmann Machines. IEEE Transactions on Communications, 68(12), 7498–7510. doi: 10.1109/tcomm.2020.3020796
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 633
  • Download : 0
Article
Deep Partitioned Training from Near-Storage Computing to DNN Accelerators
  • 2021-01
  • Jang, Yongjoo. (2021-01). Deep Partitioned Training from Near-Storage Computing to DNN Accelerators. doi: 10.1109/LCA.2021.3081752
  • Institute of Electrical and Electronics Engineers
  • View : 656
  • Download : 0
Article
Domain Adaptive Transfer Attack-Based Segmentation Networks for Building Extraction From Aerial Images
  • Na, Younghwan ; 
  • Kim, Jun Hee ; 
  • Lee, Kyungsu ; 
  • Park, Juhum ; 
  • Hwang, Jae Youn ; 
  • Choi, Jihwan P.
  • 2021-06
  • Na, Younghwan. (2021-06). Domain Adaptive Transfer Attack-Based Segmentation Networks for Building Extraction From Aerial Images. IEEE Transactions on Geoscience and Remote Sensing, 59(6), 5171–5182. doi: 10.1109/tgrs.2020.3010055
  • Institute of Electrical and Electronics Engineers
  • View : 790
  • Download : 0
Article
Generation of Background Model Image Using Foreground Model
  • Kim, Jae-Yeul ; 
  • Ha, Jong-Eun
  • 2021-09
  • Kim, Jae-Yeul. (2021-09). Generation of Background Model Image Using Foreground Model. doi: 10.1109/ACCESS.2021.3111686
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 440
  • Download : 0
Article
Generative Adversarial Networks for Classification of Micro-Doppler Signatures of Human Activity
  • Alnujaim, Ibrahim ; 
  • Oh, Daegun ; 
  • Kim, Youngwook
  • 2020-03
  • Alnujaim, Ibrahim. (2020-03). Generative Adversarial Networks for Classification of Micro-Doppler Signatures of Human Activity. doi: 10.1109/LGRS.2019.2919770
  • Institute of Electrical and Electronics Engineers
  • View : 830
  • Download : 0
Article
Privacy-Preserving Image Classification With Deep Learning and Double Random Phase Encoding
  • 2021-09
  • Yi, Faliu. (2021-09). Privacy-Preserving Image Classification With Deep Learning and Double Random Phase Encoding. IEEE Access, 9, 136126–136134. doi: 10.1109/ACCESS.2021.3116876
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 704
  • Download : 0
Article
Series Elastic Actuators-Driven Parallel Robot With Wide-Range Impedance Realization for Balance Assessment and Training
  • 2022-12
  • Lee, Hyunwook. (2022-12). Series Elastic Actuators-Driven Parallel Robot With Wide-Range Impedance Realization for Balance Assessment and Training. IEEE/ASME Transactions on Mechatronics, 27(6), 4619–4630. doi: 10.1109/TMECH.2022.3161376
  • Institute of Electrical and Electronics Engineers
  • View : 512
  • Download : 0

Skipformer: Evolving Beyond Blocks for Extensively Searching On-Device Language Models With Learnable Attention Window

Article
Skipformer: Evolving Beyond Blocks for Extensively Searching On-Device Language Models With Learnable Attention Window
  • Bodenham, Matthew ; 
  • Kung, Jaeha
  • 2024-09
  • Bodenham, Matthew. (2024-09). Skipformer: Evolving Beyond Blocks for Extensively Searching On-Device Language Models With Learnable Attention Window. IEEE Access, 12, 124428–124439. doi: 10.1109/ACCESS.2024.3420232
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 121
  • Download : 25
Article
Spatio-Temporal Data Augmentation for Visual Surveillance
  • Kim, Jae-Yeul ; 
  • Ha, Jong-Eun
  • 2021-12
  • Kim, Jae-Yeul. (2021-12). Spatio-Temporal Data Augmentation for Visual Surveillance. doi: 10.1109/ACCESS.2021.3135505
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 453
  • Download : 0
Article
TENAS: Using Taylor Expansion and Channel-level Skip Connection for Neural Architecture Search
  • Lim, Heechul ; 
  • Kim, Min-Soo
  • 2022-08
  • Lim, Heechul. (2022-08). TENAS: Using Taylor Expansion and Channel-level Skip Connection for Neural Architecture Search. IEEE Access, 10, 84790–84798. doi: 10.1109/ACCESS.2022.3195208
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 381
  • Download : 0
Article
Training techniques and enhanced kinematic modeling for extended range twisted string actuators
  • Lee, Junyeong ; 
  • Kwon, Jinuk ; 
  • Park, Joowon ; 
  • Kim, Gyumin ; 
  • Kim, Hyeondo ; 
  • Park, Sukho
  • 2025-02
  • Lee, Junyeong. (2025-02). Training techniques and enhanced kinematic modeling for extended range twisted string actuators. Measurement, 243. doi: 10.1016/j.measurement.2024.116286
  • Elsevier
  • View : 151
  • Download : 0
Article
Tweaking Deep Neural Networks
  • Kim, Jinwook ; 
  • Yoon, Heeyong ; 
  • Kim, Min-Soo
  • 2022-09
  • Kim, Jinwook. (2022-09). Tweaking Deep Neural Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(9), 1–1. doi: 10.1109/TPAMI.2021.3079511
  • IEEE Computer Society
  • View : 444
  • Download : 0
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