[P2] Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model

Kwanyoung Kim,  Sanghyun Kim, 

• submitted to peer-review conference,  (First Author) [paper]  [project]

[P1] Single-Step Bidirectional Unpaired Image Translation Using Implicit Bridge Consistency Distillation

Suhyeon Lee*,  Kwanyoung Kim*,  Jong-Chul Ye,

• submitted to peer-review conference  (Co-First Author)  [paper]   [project]

[C11] Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance

Kwanyoung Kim

• The 40th Annual AAAI Conference on Artificial Intelligence (AAAI), 2026  (First Author) 

• Acceptance rate 17.6% (4167/23680)

[C10] PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity

Kwanyoung Kim,  Byeoung Su Sim, 

• International Conference on Computer Vision (ICCV), 2025,   (First Author) [paper]  [project] [code]

• Acceptance rate 24.1% (2698/11152)

[J2 ] End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding

Kwanyoung Kim*, Yujin Oh*, Sangjoon Park*, Hwa Kyung Byun, Jin Sung Kim, Yong Bae Kim, Jong-Chul Ye

• Medical Image Analysis (MedIA), 2025 (IF: 11.8)  [paper]  (Co-First Author)

[C9] OTSeg:  Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation

Kwanyoung Kim*, Yujin Oh*, Jong-Chul Ye

• European Conference on Computer Vision (ECCV), 2024, [paper]  [project]  [code] (Co-First Author)

• Acceptance rate 30.2% (2595/8585)

[C8] 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] (Co-Author)

• Acceptance rate 30.9% (2260/7304)

[C7] 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]  (First Author)

• Acceptance rate 45.1% (2812/5796)

[C6] 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] (First Author)

• Acceptance rate 24.9% (2062/8262)

[C5] Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising without Clean Images

Kwanyoung Kim, Jong Chul Ye

• Conference on Neural Information Processing Systems (NeurIPS), 2021,  [paper] [code] (First Author)

• Acceptance rate 25.5% (2334/9122)

[C4] 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]  (First Author)

• Acceptance rate 22.1% (1661/7500)

[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  (IF: 6.688), 2020, (First author) [paper]

[C3] 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.

[C2] 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). [paper]  (Co-First Author)

• 3rd Award in NTIRE 2018 Image Super Resolution Challenge Track 2&3 – x4 Denoising & Super resolution [Award Certificate]

• Honorable Mention Award in NTIRE 2018 Image Super Resolution Challenge Track 1 – x8 Super resolution [Award Certificate]

[C1] 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

• IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshop), 2018.