- Chang-Hyo Yu, Hyo-Eun Kim, Sungho Shin, Kyeongryeol Bong, Hyunsuk Kim, Yoonho Boo, Jaewan Bae, Minjae Kwon, Karim Charfi, Jinseok Kim, Hongyun Kim, Myeongbo Shim, Changsoo Ha, Wongyu Shin, Jae-Sung Yoon, Miock Chi, Byungjae Lee, Sungpill Choi, Donghan Kim, Jeongseok Woo, Seokju Yoon, Hyunje Jo, Hyunho Kim, Hyun-Seok Heo, Young-Jae Jin, Jiun Yu, Jaehwan Lee, Hyunsung Kim, Minhoo Kang, Seokhyeon Choi, Seung-Goo Kim, Myung-Hoon Choi, Jungju Oh, Yunseong Kim, Haejoon Kim, Sangeun Je, Junhee Ham, Juyeong Yoon, Jaedon Lee, Seonhyeok Park, Youngseob Park, Jaebong Lee, Boeui Hong, Jaehun Ryu, Hyunseok Ko, Kwanghyun Chung, Jongho Choi, Sunwook Jung, Yashael Faith Arthanto, Jonghyeon Kim, Heejin Cho, Hyebin Jeong, Sungmin Choi, Sujin Han, Junkyu Park, Kwangbae Lee, Sung-Il Bae, Jaeho Bang, Kyeong-Jae Lee, Yeongsang Jang, Jungchul Park, Sanggyu Park, Jueon Park, Hyein Shin, Sunghyun Park, Jinwook Oh:
2.4 ATOMUS: A 5nm 32TFLOPS/128TOPS ML System-on-Chip for Latency Critical Applications. ISSCC 2024: 42-44 - Venkatraman Iyer
, Sungho Lee
, Semun Lee
, Juitem Joonwoo Kim
, Hyunjun Kim
, Youngjae Shin
:
Automated Backend Allocation for Multi-Model, On-Device AI Inference. SIGMETRICS/Performance (Abstracts) 2024: 27-28 - Hojin Kim, Seunghun Lee, Hyeon Kang, Sunghoon Im:
Offline-to-Online Knowledge Distillation for Video Instance Segmentation. WACV 2024: 158-167 - Minsu Kim, Jaewon Lee, Byeonghun Lee, Sunghoon Im, Kyong Hwan Jin:
Implicit Neural Image Stitching With Enhanced and Blended Feature Reconstruction. WACV 2024: 4075-4084 - Hyeonjae Jeon, Junghyun Seo, Taesoo Kim, Sungho Son, Jungki Lee, Gyeungho Choi, Yongseob Lim:
RainSD: Rain Style Diversification Module for Image Synthesis Enhancement using Feature-Level Style Distribution. CoRR abs/2401.00460 (2024) - Hong-Gi Shin, Sukhyun Jeong, Eui-Yeon Kim, Sungho Hong, Young-Jin Cho, Yong-Hoon Choi:
Synergistic Formulaic Alpha Generation for Quantitative Trading based on Reinforcement Learning. CoRR abs/2401.02710 (2024) - Xianghui Xie, Xi Wang, Nikos Athanasiou, Bharat Lal Bhatnagar, Chun-Hao P. Huang, Kaichun Mo, Hao Chen, Xia Jia, Zerui Zhang, Liangxian Cui, Xiao Lin, Bingqiao Qian, Jie Xiao, Wenfei Yang, Hyeongjin Nam, Daniel Sungho Jung, Kihoon Kim, Kyoung Mu Lee, Otmar Hilliges, Gerard Pons-Moll:
RHOBIN Challenge: Reconstruction of Human Object Interaction. CoRR abs/2401.04143 (2024) - Hyungmin Kim, Donghun Kim, Pyunghwan Ahn, Sungho Suh, Hansang Cho, Junmo Kim:
ContextMix: A context-aware data augmentation method for industrial visual inspection systems. CoRR abs/2401.10050 (2024) - Sung-Ho Cho, Kei Kimura, Kiki Liu, Kwei-guu Liu, Zhengjie Liu, Zhaohong Sun, Kentaro Yahiro, Makoto Yokoo:
Fairness and efficiency trade-off in two-sided matching. CoRR abs/2402.01084 (2024) - Junghun Cha, Ali Haider, Seoyun Yang, Hoeyeong Jin, Subin Yang, A. F. M. Shahab Uddin, Jaehyoung Kim, Soo Ye Kim, Sung-Ho Bae:
Descanning: From Scanned to the Original Images with a Color Correction Diffusion Model. CoRR abs/2402.05350 (2024) - Hochul Hwang, Hee-Tae Jung, Nicholas A Giudice, Joydeep Biswas, Sunghoon Ivan Lee, Donghyun Kim:
Towards Robotic Companions: Understanding Handler-Guide Dog Interactions for Informed Guide Dog Robot Design. CoRR abs/2402.06790 (2024) - Hyunwoo Ha, Oh Hyun-Bin, Kim Jun-Seong, Byung-Ki Kwon, Kim Sung-Bin, Linh-Tam Tran, Ji-Yun Kim, Sung-Ho Bae, Tae-Hyun Oh:
Revisiting Learning-based Video Motion Magnification for Real-time Processing. CoRR abs/2403.01898 (2024) - Chaitali Bhattacharyya, Hanxiao Wang, Feng Zhang, Sungho Kim, Xiatian Zhu:
Diffusion Deepfake. CoRR abs/2404.01579 (2024) - Woo Kyoung Han, Sunghoon Im, Jaedeok Kim, Kyong Hwan Jin:
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients. CoRR abs/2404.05558 (2024) - Chaehyeon Song, Sungho Yoon, Minhyeok Heo, Ayoung Kim, Sujung Kim:
Camera Agnostic Two-Head Network for Ego-Lane Inference. CoRR abs/2404.12770 (2024) - 2023
- Jung Ho Bae
, Hoseong Jung
, Seogbong Kim, Sungho Kim, Yong-Duk Kim:
Deep Reinforcement Learning-Based Air-to-Air Combat Maneuver Generation in a Realistic Environment. IEEE Access 11: 26427-26440 (2023) - In Joo
, Sunghoon Kim
, Ginam Kim
, Kwan-Hee Yoo
:
SOIF-DN: Preserving Small Object Information Flow With Improved Deep Learning Model. IEEE Access 11: 130391-130405 (2023) - Sungho Joo, Dongmin Lee, Minseop Kim, Taeho Lee
, Sanghyeok Choi, Seungju Kim, Jeyeol Lee, Joongjae Kim
, Yongsub Lim, Jeong-Hoon Lee
:
Multi-Agent Reinforcement Learning Based Actuator Control for EV HVAC Systems. IEEE Access 11: 7574-7587 (2023) - Jung Heum Kang, Muhammad Salman Ali
, Hyewon Jeong, Chang-Kyun Choi, Younhee Kim, Se-Yoon Jeong
, Sung-Ho Bae
, Hui Yong Kim
:
A Super-Resolution-Based Feature Map Compression for Machine-Oriented Video Coding. IEEE Access 11: 34198-34209 (2023) - Minjae Kim, Yong Namkung, Donghun Hyun, Sunghoi Hong
:
Prediction of Stem Cell State Using Cell Image-Based Deep Learning. Adv. Intell. Syst. 5(7) (2023) - Minjae Kim, Yong Namkung, Donghun Hyun, Sunghoi Hong
:
Prediction of Stem Cell State Using Cell Image-Based Deep Learning. Adv. Intell. Syst. 5(7) (2023) - Eugene Hwang, Hee-Sun Park, Hyun-Seok Kim, Jin-Young Kim, Hanseok Jeong, Junetae Kim, Sung-Hoon Kim:
Development of a Bispectral index score prediction model based on an interpretable deep learning algorithm. Artif. Intell. Medicine 143: 102569 (2023) - Gyeongho Kim
, Sang Min Yang, Dong Min Kim, Sinwon Kim, Jaegyeong Choi, Minjoo Ku
, Sunghoon Lim
, Hyung Wook Park
:
Bayesian-based uncertainty-aware tool-wear prediction model in end-milling process of titanium alloy. Appl. Soft Comput. 148: 110922 (2023) - Gyeongho Kim
, Jaegyeong Choi
, Minjoo Ku, Sunghoon Lim
:
Developing a semi-supervised learning and ordinal classification framework for quality level prediction in manufacturing. Comput. Ind. Eng. 181: 109286 (2023) - Keewon Shin
, Hyunjung Kim
, Woo-Young Seo, Hyun-Seok Kim, Jae-Man Shin
, Dong-Kyu Kim, Yong-Seok Park
, Sung-Hoon Kim, Namkug Kim
:
Enhancing the performance of premature ventricular contraction detection in unseen datasets through deep learning with denoise and contrast attention module. Comput. Biol. Medicine 166: 107532 (2023) - In-Hwan Kim
, Junsik Kim
, Jiheon Jeong, Jae-Woo Park
, Kanggil Park, Jin-Hyoung Cho, Mihee Hong
, Kyung-Hwa Kang, Minji Kim
, Su-Jung Kim
, Yoon-Ji Kim
, Sang-Jin Sung, Young Ho Kim
, Sung-Hoon Lim, Seung-Hak Baek, Namkug Kim
:
Orthognathic surgical planning using graph CNN with dual embedding module: External validations with multi-hospital datasets. Comput. Methods Programs Biomed. 242: 107853 (2023) - Junhyeok Ock
, Dayeong Hong
, Sojin Moon
, Yong-Seok Park
, Dong-Woo Seo, Joo Heung Yoon, Sung-Hoon Kim
, Namkug Kim
:
An interactive and realistic phantom for cricothyroidotomy simulation of a patient with obesity through a reusable design using 3D-printing and Arduino. Comput. Methods Programs Biomed. 233: 107478 (2023) - Moon-Seok Kim, Sungho Kim, Sang-Kyung Yoo, Bong-Soo Lee, Ji-Man Yu, Il-Woong Tcho, Yang-Kyu Choi:
Error reduction of SRAM-based physically unclonable function for chip authentication. Int. J. Inf. Sec. 22(5): 1087-1098 (2023) - Dohyung Kim, Sungho Park, Sunhee Hwang, Hyeran Byun:
Fair classification by loss balancing via fairness-aware batch sampling. Neurocomputing 518: 231-241 (2023) - Hyungjung Kim
, Hyunsu Lee, Semin Ahn, Woo-Kyun Jung, Sung-Hoon Ahn:
Broken stitch detection system for industrial sewing machines using HSV color space and image processing techniques. J. Comput. Des. Eng. 10(4): 1602-1614 (2023)