Pixel-Level Kernel Estimation for Blind Super-Resolution. - Jaihyun Lew; Euiyeon Kim; Jae-Pil Heo (IEEE Access, 2021)

MG-MLP: Multi-gated MLP for Restoring Images from Spatially Variant Degradations. - Jaihyun Koh; Jaihyun Lew; Jangho Lee 002; Sungroh Yoon (BMVC, 2023)

PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising. - Hyemi Jang; Junsung Park; Dahuin Jung; Jaihyun Lew; Ho Bae; Sungroh Yoon (NeurIPS, 2023)

Frequency-Based Motion Representation for Video Generative Adversarial Networks. - Sangeek Hyun; Jaihyun Lew; Jiwoo Chung; Euiyeon Kim; Jae-Pil Heo (IEEE Trans. Image Process., 2023)

Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization. - Sanghyeob Song; Jaihyun Lew; Hyemi Jang; Sungroh Yoon (NeurIPS, 2024)

Superpixel Tokenization for Vision Transformers: Preserving Semantic Integrity in Visual Tokens. - Jaihyun Lew; Soohyuk Jang; Jaehoon Lee; Seungryong Yoo; Eunji Kim 002; Saehyung Lee; Jisoo Mok; Siwon Kim; Sungroh Yoon (CoRR, 2024)

Disentangled Motion Modeling for Video Frame Interpolation. - Jaihyun Lew; Jooyoung Choi; Chaehun Shin; Dahuin Jung; Sungroh Yoon (AAAI, 2025)

Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection. - HyunGi Kim; Jisoo Mok; Dongjun Lee; Jaihyun Lew; Sungjae Kim; Sungroh Yoon (CoRR, 2025)