(* indicates equal contribution)
Up-to-Date Plan
ROBIN : Toward General pipeline LMM for Radiation Oncology Breast Cancer Ingenious assistant via Cycle Consistency and Counterpart Retrieval Augmentation,
Unpaired Image to Image Translation via Cycle Consistency Distillation,
ENVY: Extending Noise2Score into Self-Supervised Video Denoising with Anscombe Transform Consistency,
Conference Publication
[C5] Unpaired Image-to-Image Translation via Neural Schrödinger Bridge ,
Beomsu Kim,* Gihyun Kwon*, Kwanyoung Kim, Jong-Chul Ye, International Conference on Learning Representations (ICLR), 2024 [paper] [code]
[C4] Noise2One: One-Shot Image Denoising with Local Implicit Learning ,
Kwanyoung Kim, Jong-Chul Ye, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 ,
(Oral Lecture): Robust Reconstruction Methods in Computational Imaging [paper] [code]
[C3] Noise Distribution Adaptive Self-Supervised Image Denoising using Tweedie Distribution and Score Matching,
Kwanyoung Kim, Taesung Kwon, Jong-Chul Ye, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022, [paper] [code]
Kwanyoung Kim, Jong Chul Ye, Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS), 2021, [paper] [code]
[C1] Task-Aware Variational Adversarial Active Learning,
Kwanyoung Kim, Dongwon Park, Kwang In Kim, Se Young Chun, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021, [paper] [code]
Journal Publication
[J1] Unsupervised Training of Denoisers for Low-Dose CT Reconstruction Without Full-Dose Ground Truth,
Kwanyoung Kim, Shakarim Soltanayev , Se Young Chun, IEEE Journal of Selected Topics in Signal Processing 14 (6) (IF: 6.688), 2020, 1112-112 [paper]
Domestic Conference
[D1] RO-GPT: A Multi-modal Foundation Model Bridging the Gap between Artificial Intelligence and Expertise in Radiation Oncology,
Kwanyoung Kim*, Yujin Oh*, Sangjoon Park, Jin Sung Kim, Jong Chul Ye, Conference of Korean Society of Artificial Intelligence in Medicine, 2023, (Best Poster Award)
WorkShop Publication
[W3] NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results,
Seungjun Nah, Radu Timofte, Shuhang Gu, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee, Kwanyoung Kim, IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshop), 2019.
[W2] Efficient Module Based Single Image Super Resolution for Multiple Problems,
Dongwon Park*, Kwanyoung Kim*, Se Young Chun, IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshop), 2018, (Oral presentation). [paper]
[W1] NTIRE 2018 Challenge on Single Image Super-Resolution: Methods and Results,
Radu Timofte, Shuhang Gu, Jiqing Wu, Luc Van Gool, Kwanyoung Kim, Se young Chun, Proceedings of the IEEE conference on computer vision and pattern recognition workshops(CVPR Workshop), 2018.
Preprint
[P6] OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation,
Kwanyoung Kim*, Yujin Oh*, Jong-Chul Ye, under ECCV2024 reivew, [paper]
[P5] Noise Adaptive Score-based Self-Supervised Low Dose CT Denoising with Iterative Refinement ,
Kwanyoung Kim*, Jong-Chul Ye, under MICCAI2024 review
[P4] UNICORN: Ultrasound Nakagami Imaging via Score Matching and Adaptation ,
Kwanyoung Kim*, Jaa-Yeon Lee*, Jong-Chul Ye, under MICCAI2024 review, arxiv preprint arxiv:2403.062756, [paper]
[P3] LMM-Assisted Breast Cancer Treatment Target Segmentation with Consistency Embedding ,
Kwanyoung Kim*, Yujin Oh*, Sangjoon Park*, Hwa Kyung Byun, Jin Sung Kim, Yong Bae Kim, Jong-Chul Ye, arxiv preprint arxiv:2311.15876, [paper]
[P2] ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts ,
Kwanyoung Kim*, Yujin Oh*, Jong-Chul Ye, arxiv preprint arxiv:2301.12171, [paper] [project]
Kwanyoung Kim, Se young Chun, arXiv preprint arXiv:1812.07174 [paper]