Browse "AI-Journal Papers(저널논문)" by Subject Training

Showing results 10 to 23 of 23

10
Memory-Guided Image De-Raining Using Time-Lapse Data

Cho, Jaehoon; Kim, Seungryong; Sohn, Kwanghoon, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.31, pp.4090 - 4103, 2022

11
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion

Chung, Hyungjin; Lee, Eun Sun; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.42, no.4, pp.922 - 934, 2023-04

12
One-Shot Adaptation of GAN in Just One CLIP

Kwon, Gihyun; Ye, Jong Chul, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.10, pp.12179 - 12191, 2023-10

13
Revisiting Orthogonality Regularization: A Study for Convolutional Neural Networks in Image Classification

Kim, Taehyeon; Yun, Se-Young, IEEE ACCESS, v.10, pp.69741 - 69749, 2022

14
Semisupervised Training of Deep Generative Models for High-Dimensional Anomaly Detection

Xie, Qin; Zhang, Peng; Yu, Boseon; Choi, Jaesik, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.33, no.6, pp.2444 - 2453, 2022-06

15
Single Image Deraining Using Time-Lapse Data

Cho, Jaehoon; Kim, Seungryong; Min, Dongbo; Sohn, Kwanghoon, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.7274 - 7289, 2020

16
Spatial Contrastive Learning for Anomaly Detection and Localization

Kim, Daehwan; Jeong, Daun; Kim, Hyungmin; Chong, Kibong; Kim, Seungryong; Cho, Hansang, IEEE ACCESS, v.10, pp.17366 - 17376, 2022

17
Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation

Kim, Sunok; Kim, Seungryong; Min, Dongbo; Frossard, Pascal; Sohn, Kwanghoon, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.5, pp.6372 - 6385, 2023-05

18
Switchable and Tunable Deep Beamformer Using Adaptive Instance Normalization for Medical Ultrasound

Khan, Shujaat; Huh, Jaeyoung; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.41, no.2, pp.266 - 278, 2022-02

19
Unpaired MR Motion Artifact Deep Learning Using Outlier-Rejecting Bootstrap Aggregation

Oh, Gyutaek; Lee, Jeong Eun; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.40, no.11, pp.3125 - 3139, 2021-11

20
Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal Resolution

Cha, Eunju; Chung, Hyungjin; Kim, Eung Yeop; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.40, no.1, pp.166 - 179, 2021-01

21
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective

Akcakaya, Mehmet; Yaman, Burhaneddin; Chung, Hyungjin; Ye, Jong Chul, IEEE SIGNAL PROCESSING MAGAZINE, v.39, no.2, pp.28 - 44, 2022-03

22
Unsupervised Stereo Matching Using Confidential Correspondence Consistency

Joung, Sunghun; Kim, Seungryong; Park, Kihong; Sohn, Kwanghoon, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.21, no.5, pp.2190 - 2203, 2020-05

23
Variational Formulation of Unsupervised Deep Learning for Ultrasound Image Artifact Removal

Khan, Shujaat; Huh, Jaeyoung; Ye, Jong Chul, IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, v.68, no.6, pp.2086 - 2100, 2021-06

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