Structure-aware depth super-resolution using Gaussian mixture model. - Sunok Kim; Changjae Oh; Youngjung Kim; Kwanghoon Sohn (Three-Dimensional Image Processing, Measurement (3DIPM), and Applications, 2015)

Learning depth from a single image using visual-depth words. - Sunok Kim; Sunghwan Choi; Kwanghoon Sohn (ICIP, 2015)

Deep stereo confidence prediction for depth estimation. - Sunok Kim; Dongbo Min; Bumsub Ham; Seungryong Kim; Kwanghoon Sohn (ICIP, 2017)

Lazy dragging: effortless bounding-box drawing for touch-screen devices. - Kyuwon Kim; Sunok Kim; Kwanghoon Sohn (IEEE Trans. Consumer Electron., 2017)

Modality-Invariant Image Classification Based on Modality Uniqueness and Dictionary Learning. - Seungryong Kim; Rui Cai 002; Kihong Park; Sunok Kim; Kwanghoon Sohn (IEEE Trans. Image Process., 2017)

Feature Augmentation for Learning Confidence Measure in Stereo Matching. - Sunok Kim; Dongbo Min; Seungryong Kim; Kwanghoon Sohn (IEEE Trans. Image Process., 2017)

Spatiotemporal Attention Based Deep Neural Networks for Emotion Recognition. - Jiyoung Lee; Sunok Kim; Seungryong Kim; Kwanghoon Sohn (ICASSP, 2018)

Audio-Visual Attention Networks for Emotion Recognition. - Jiyoung Lee; Sunok Kim; Seungryong Kim; Kwanghoon Sohn (AVSU@MM, 2018)

Learning to Detect, Associate, and Recognize Human Actions and Surrounding Scenes in Untrimmed Videos. - Jungin Park; Sangryul Jeon; Seungryong Kim; Jiyoung Lee; Sunok Kim; Kwanghoon Sohn (CoVieW@MM, 2018)

LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation. - Sunok Kim; Seungryong Kim; Dongbo Min; Kwanghoon Sohn (CVPR, 2019)

Semantic Attribute Matching Networks. - Seungryong Kim; Dongbo Min; Somi Jeong; Sunok Kim; Sangryul Jeon; Kwanghoon Sohn (CVPR, 2019)

Context-Aware Emotion Recognition Networks. - Jiyoung Lee; Seungryong Kim; Sunok Kim; Jungin Park; Kwanghoon Sohn (ICCV, 2019)

Unified Confidence Estimation Networks for Robust Stereo Matching. - Sunok Kim; Dongbo Min; Seungryong Kim; Kwanghoon Sohn (IEEE Trans. Image Process., 2019)

Adaptive confidence thresholding for semi-supervised monocular depth estimation. - Hyesong Choi; Hunsang Lee; Sunkyung Kim; Sunok Kim; Seungryong Kim; Dongbo Min (CoRR, 2020)

Multi-Modal Recurrent Attention Networks for Facial Expression Recognition. - Jiyoung Lee; Sunok Kim; Seungryong Kim; Kwanghoon Sohn (IEEE Trans. Image Process., 2020)

Looking Into Your Speech: Learning Cross-Modal Affinity for Audio-Visual Speech Separation. - Jiyoung Lee; Soo-Whan Chung; Sunok Kim; Hong-Goo Kang; Kwanghoon Sohn (CVPR, 2021)

Adaptive confidence thresholding for monocular depth estimation. - Hyesong Choi; Hunsang Lee; Sunkyung Kim; Sunok Kim; Seungryong Kim; Kwanghoon Sohn; Dongbo Min (ICCV, 2021)

Dual Prototypical Contrastive Learning for Few-shot Semantic Segmentation. - Hyeongjun Kwon; Somi Jeong; Sunok Kim; Kwanghoon Sohn (CoRR, 2021)

Adversarial Confidence Estimation Networks for Robust Stereo Matching. - Sunok Kim; Dongbo Min; Seungryong Kim; Kwanghoon Sohn (IEEE Trans. Intell. Transp. Syst., 2021)

Mask-Guided Attention and Episode Adaptive Weights for Few-Shot Segmentation. - Hyeongjun Kwon; Taeyong Song; Sunok Kim; Kwanghoon Sohn (ICIP, 2022)

Meta-confidence estimation for stereo matching. - Seungryong Kim; Matteo Poggi; Sunok Kim; Kwanghoon Sohn; Stefano Mattoccia (ICRA, 2022)

Context-Preserving Instance-Level Augmentation and Deformable Convolution Networks for SAR Ship Detection. - Taeyong Song; Sunok Kim; SungTai Kim; Jaeseok Lee; Kwanghoon Sohn (CoRR, 2022)

Deep Cascade Network for Noise-Robust SAR Ship Detection With Label Augmentation. - Keunhoon Choi; Taeyong Song; Sunok Kim; Hyunsung Jang; Namkoo Ha; Kwanghoon Sohn (IEEE Geosci. Remote. Sens. Lett., 2022)

Shape-Robust SAR Ship Detection via Context-Preserving Augmentation and Deep Contrastive RoI Learning. - Taeyong Song; Sunok Kim; Kwanghoon Sohn (IEEE Geosci. Remote. Sens. Lett., 2022)

On the Confidence of Stereo Matching in a Deep-Learning Era: A Quantitative Evaluation. - Matteo Poggi; Seungryong Kim; Fabio Tosi; Sunok Kim; Filippo Aleotti; Dongbo Min; Kwanghoon Sohn; Stefano Mattoccia (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Unsupervised Deep Asymmetric Stereo Matching with Spatially-Adaptive Self-Similarity. - Taeyong Song; Sunok Kim; Kwanghoon Sohn (CVPR, 2023)

Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation. - Sunok Kim; Seungryong Kim; Dongbo Min; Pascal Frossard; Kwanghoon Sohn (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Prototype Unit for Image De-raining using Time-Lapse Data. - Jaehoon Cho; Minjung Yoo; Jini Yang; Sunok Kim (BMVC, 2024)

Noise Robust SAR Image Classification Using Siamese Spiking Neural Networks. - Jini Yang; Sunok Kim (IEEE Geosci. Remote. Sens. Lett., 2024)

Discriminative action tubelet detector for weakly-supervised action detection. - Jiyoung Lee; Seungryong Kim; Sunok Kim; Kwanghoon Sohn (Pattern Recognit., 2024)

Deep Spiking Neural Network for Energy-Efficient SAR Ship Detection. - Minjung Yoo; Juhyeon Han; Sunok Kim (IEEE Geosci. Remote. Sens. Lett., 2025)

Learning confidence measure with transformer in stereo matching. - Jini Yang; Minjung Yoo; Jaehoon Cho; Sunok Kim (Pattern Recognit., 2025)