DSpace at KOASAS: AI-Journal Papers(저널논문)

DSpace at KOASAS

College of Engineering(공과대학)Kim Jaechul Graduate School of AI(김재철AI대학원)

AI-Journal Papers(저널논문)

Browse: Issue Date Author Title Subject Type

Recent Items

1 See, caption, cluster: Large-scale image analysis using captioning and topic modeling

Kang, Kyeongpil; Jin, Kyohoon; Jang, Soojin; Choo, Jaegul; Kim, Youngbin, EXPERT SYSTEMS WITH APPLICATIONS, v.237, 2024-03
2 Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology

Park, Sangjoon; Lee, Eun Sun; Shin, Kyung Sook; Lee, Jeong Eun; Ye, Jong Chul, MEDICAL IMAGE ANALYSIS, v.91, 2024-01
3 Learning Whole-body Manipulation for Quadrupedal Robot

Jeon, Seunghun; Jung, Moonkyu; Choi, Suyoung; Kim, Beomjoon; Hwangbo, JE MIN, IEEE ROBOTICS AND AUTOMATION LETTERS, v.9, no.1, pp.699 - 706, 2024-01
4 C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation

Kim, Boah; Oh, Yujin; Wood, Bradford J.; Summers, Ronald M.; Ye, Jong Chul, MEDICAL IMAGE ANALYSIS, v.91, 2024-01
5 AmbiFC: Fact-Checking Ambiguous Claims with Evidence

Glockner, Max; Staliūnaitė, Ieva; Thorne, James; Vallejo, Gisela; Vlachos, Andreas; Gurevych, Iryna, TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, v.12, pp.1 - 18, 2024-01
6 Improving the core resilience of real-world hypergraphs

Do, Manh Tuan; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2438 - 2493, 2023-11
7 Hypercore decomposition for non-fragile hyperedges: concepts, algorithms, observations, and applications

Bu, Fanchen; Lee, Geon; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2389 - 2437, 2023-11
8 Datasets, tasks, and training methods for large-scale hypergraph learning

Kim, Sunwoo; Lee, Dongjin; Kim, Yul; Park, Jungho; Hwang, Taeho; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2216 - 2254, 2023-11
9 Interplay between topology and edge weights in real-world graphs: concepts, patterns, and an algorithm

Bu, Fanchen; Kang, Shinhwan; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2139 - 2191, 2023-11
10 Reciprocity in directed hypergraphs: measures, findings, and generators

Kim, Sunwoo; Choe, Minyoung; Yoo, Jaemin; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2330 - 2388, 2023-11

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Collection's Items (Sorted by Submit Date in Descending order): 101 to 120 of 473

101	Two-phase learning-based 3D deblurring method for digital breast tomosynthesis images Choi, Yunsu; Han, Minah; Jang, Hanjoo; Shim, Hyunjung; Baek, Jongduk, PLOS ONE, v.17, no.1, 2022-01
102	Deep learning enables reference-free isotropic super-resolution for volumetric fluorescence microscopy Park, Hyoungjun; Na, Myeongsu; Kim, Bumju; Park, Soohyun; Kim, Ki Hean; Chang, Sunghoe; Ye, Jong Chul, NATURE COMMUNICATIONS, v.13, no.1, 2022-06
103	Learning the Compositional Domains for Generalized Zero-shot Learning Dong, Hanze; Fu, Yanwei; Hwang, Sung Ju; Sigal, Leonid; Xue, Xiangyang, COMPUTER VISION AND IMAGE UNDERSTANDING, v.221, 2022-08
104	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
105	Calibration of Few-Shot Classification Tasks: Mitigating Misconfidence From Distribution Mismatch Kim, Sungnyun; YUN, SE-YOUNG, IEEE ACCESS, v.10, pp.53894 - 53908, 2022
106	Real-Time Anomaly Detection in Edge Streams Bhatia, Siddharth; Liu, Rui; Hooi, Bryan; Yoon, Minji; Shin, Kijung; Faloutsos, Christos, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.16, no.4, 2022-08
107	Unsupervised resolution-agnostic quantitative susceptibility mapping using adaptive instance normalization Oh, Gyutaek; Bae, Hyokyoung; Ahn, Hyun-Seo; Park, Sung-Hong; Moon, Won-Jin; Ye, Jong Chul, MEDICAL IMAGE ANALYSIS, v.79, 2022-07
108	Energy and Delay Guaranteed Joint Beam and User Scheduling Policy in 5G CoMP Networks Kim, Yeongjin; Jeong, Jaehwan; Ahn, Suyoung; Kwak, Jeongho; Chong, Song, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v.21, no.4, pp.2742 - 2756, 2022-04
109	Cycle-consistent adversarial denoising network for multiphase coronary CT angiography Kang, Eunhee; Koo, Hyun Jung; Yang, Dong Hyun; Seo, Joon Bum; Ye, Jong Chul, MEDICAL PHYSICS, v.46, no.2, pp.550 - 562, 2019-02
110	A Simple Framework for Robust Out-of-Distribution Detection Hur, Youngbum; Yang, Eunho; Hwang, Sung Ju, IEEE ACCESS, v.10, pp.23086 - 23097, 2022
111	Scheduling PID Attitude and Position Control Frequencies for Time-Optimal Quadrotor Waypoint Tracking under Unknown External Disturbances Kang, Cheongwoong; Park, Bumjin; Choi, Jaesik, SENSORS, v.22, no.1, 2022-01
112	Cooperative Multi-Robot Task Allocation with Reinforcement Learning Park, Bumjin; Kang, Cheongwoong; Choi, Jaesik, APPLIED SCIENCES-BASEL, v.12, no.1, 2022-01
113	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
114	Deep Learning in Biological Image and Signal Processing Meijering, Erik; Calhoun, Vince D.; Menegaz, Gloria; Miller, David J.; Ye, Jong Chul, IEEE SIGNAL PROCESSING MAGAZINE, v.39, no.2, pp.24 - 26, 2022-03
115	Effective training strategies for deep-learning-based precipitation nowcasting and estimation Ko, Jihoon; Lee, Kyuhan; Hwang, Hyunjin; Oh, Seok-Geun; Son, Seok-Woo; Shin, Kijung, COMPUTERS & GEOSCIENCES, v.161, 2022-04
116	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
117	Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification Park, Sangjoon; Kim, Gwanghyun; Oh, Yujin; Seo, Joon Beom; Lee, Sang Min; Kim, Jin Hwan; Moon, Sungjun; et al, MEDICAL IMAGE ANALYSIS, v.75, 2022-01
118	Representation, learning, and planning algorithms for geometric task and motion planning Kim, Beomjoon; Shimanuki, Luke; Kaelbling, Leslie Pack; Lozano-Perez, Tomas, INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, v.41, no.2, pp.210 - 231, 2022-02
119	Deep learning model for diagnosing gastric mucosal lesions using endoscopic images: development, validation, and method comparison Nam, Joon Yeul; Chung, Hyung Jin; Choi, Kyu Sung; Lee, Hyuk; Kim, Tae Jun; Soh, Hosim; Kang, Eun Ae; et al, GASTROINTESTINAL ENDOSCOPY, v.95, no.2, pp.258 - +, 2022-02
120	Development of artificial intelligence system for quality control of photo documentation in esophagogastroduodenoscopy Choi, Seong Ji; Khan, Mohammad Azam; Choi, Hyuk Soon; Choo, Jaegul; Lee, Jae Min; Kwon, Soonwook; Keum, Bora; et al, SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, v.36, no.1, pp.57 - 65, 2022-01

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