Publications

Conference Publications

2026

Interference-Gated Continual Learning for Deepfake Detection

TODO (anonymous submission - fill in from the camera-ready)

Asian Conference on Computer Vision (ACCV) 2026 (to appear)

Perturbation-Invariant Feature Based Robust Invisible Watermarking

Guisik Kim, Geunwoo Oh, Hayoung Park, Jinhee Park, Choongsang Cho

IEEE ICIP 2026 JPEG Trust Watermarking Grand Challenge (Winner) - ICIP 2026 (to appear)

R2M: Real-Aware Residual Model Merging for Robust and Generalizable Deepfake Detection

Jinhee Park, Guisik Kim, Choongsang Cho, Junseok Kwon

European Conference on Computer Vision (ECCV) 2026

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Siamese DINO Adapter Learning with Haze-Robust Feature Representation for Nighttime Image Dehazing

Jinhee Park, Choongsang Cho, Guisik Kim

NTIRE 2026 Workshop (CVPR) - Nighttime Dehazing Challenge, 3rd place

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Efficient Domain-Incremental Deepfake Detection via Difficulty-Aware Curriculum Learning

Hayoung Park, Jinhee Park, Choongsang Cho, Guisik Kim

AIMS Workshop, CVPR 2026 (Best Paper Award)

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NTIRE 2026 Nighttime Image Dehazing Challenge Report

R.P. Ancuti, A. Brateanu, R. Balmez, C. Orhei, F.A. Vasluianu, C.O. Ancuti, et al. (incl. Guisik Kim)

CVPR 2026 Workshop (NTIRE)

2025

Lightweight Wasserstein Audio-Visual Model for Unified Speech Enhancement and Separation

Jisoo Park, Seonghak Lee, Guisik Kim, Taewoo Kim, Junseok Kwon

IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) 2025

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Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection

Taewoo Kim, Guisik Kim, Choongsang Cho, Young Han Lee

Interspeech 2025

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On the Importance of Dual-Space Augmentation for Domain Generalized Object Detection

Hayoung Park, Choongsang Cho, Guisik Kim

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025

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2024

Satellite Image Dehazing Via Masked Image Modeling and Jigsaw Transformation

Guisik Kim, Choongsang Cho, Junseok Kwon

Advances in Image Manipulation (AIM) Workshop, ECCV 2024

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2023

Deep Dehazing Powered by Image Processing Network

Guisik Kim, Jinhee Park, Junseok Kwon

New Trends in Image Restoration and Enhancement (NTIRE) Workshop, CVPR 2023

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2020

DALE: Dark Region-Aware Low-light Image Enhancement

Dokyeong Kwon, Guisik Kim, Junseok Kwon

British Machine Vision Conference (BMVC) 2020

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Attentive Style Transfer with Target Feature Palette

Suhyeon Ha, Guisik Kim, Junseok Kwon

ECCV 2020 Workshop

NTIRE 2020 Challenge on Image and Video Deblurring

S. Nah, S. Son, R. Timofte, K.M. Lee, et al. (incl. Guisik Kim)

CVPR 2020 Workshop (NTIRE)

2019

AIM 2019 Challenge on Real-World Image Super-Resolution: Methods and Results

A. Lugmayr, M. Danelljan, R. Timofte, et al. (incl. Guisik Kim)

ICCV 2019 Workshop (AIM)

Robust Person Re-identification via Graph Convolution Networks

Guisik Kim, Dong Wook Shu, Junseok Kwon

ICCV 2019 Workshop

Bidirectional Deep Residual Learning for Haze Removal

Guisik Kim, Jinhee Park, Suhyeon Ha, Junseok Kwon

CVPR 2019 Workshop (NTIRE)

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Low-lightGAN: Low-Light Enhancement via Advanced Generative Adversarial Network with Task-Driven Training

Guisik Kim, Dokyeong Kwon, Junseok Kwon

IEEE International Conference on Image Processing (ICIP) 2019

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2018

LEDNet: Deep Illumination-aware Dehazing with Low-light Enhancement

Guisik Kim, Junseok Kwon

ECCV 2018 Workshop (PIRM)

Adaptive Patch based Convolutional Neural Network for Robust Dehazing

Guisik Kim, Suhyeon Ha, Junseok Kwon

IEEE International Conference on Image Processing (ICIP) 2018

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2017

Robust Pixel-wise Dehazing Algorithm based on Advanced Haze-Relevant Features

Guisik Kim, Junseok Kwon

British Machine Vision Conference (BMVC) 2017

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Journal Publications

Impact Factors shown are the journal's current (2024 JCR) values, not the value at time of publication.

2024

Satellite Image Dehazing based on Dual Frequency Pass Networks

Guisik Kim, Choongsang Cho, Joohyung Kang, Junseok Kwon

IEEE Geoscience and Remote Sensing Letters (GRSL), vol. 21, Jan. 2024 · IF 4.8

2022

Self-Parameter Distillation Dehazing

Guisik Kim, Junseok Kwon

IEEE Transactions on Image Processing (TIP), vol. 32, Dec. 2022 · IF 15.3

Style Transfer with Target Feature Palette and Attention Coloring

Suhyeon Ha, Guisik Kim, Junseok Kwon

Multimedia Tools and Applications (MTAP), vol. 81, May 2022 · IF 3.0

Deep Illumination-aware Dehazing with Low-light and Detail Enhancement

Guisik Kim, Junseok Kwon

IEEE Transactions on Intelligent Transportation Systems (T-ITS), vol. 23, 2022 · IF 9.1

2021

Pixel-wise Wasserstein Autoencoder for Highly Generative Dehazing

Guisik Kim, Sung Woo Park, Junseok Kwon

IEEE Transactions on Image Processing (TIP), vol. 30, pp. 5452-5462, 2021 · IF 15.3

Robust Person Re-identification via Graph Convolution Networks

Guisik Kim, Dong Wook Shu, Junseok Kwon

Multimedia Tools and Applications (MTAP), vol. 80, pp. 29129-29138, 2021 · IF 3.0

2019

Robust Visual Tracking with Adaptive Initial Configuration and Likelihood Landscape Analysis

Guisik Kim, Junseok Kwon

IET Computer Vision, vol. 13, no. 1, pp. 1-7, Feb. 2019 · IF 1.96

2017

Effective Visual Tracking using Multi-block and Scale Space based on Kernelized Correlation Filters

Soowoong Jeong, Guisik Kim, Sangkeun Lee

Sensors, vol. 17, no. 3, Feb. 2017 · IF 3.5

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