| Towards Domain Invariant Single Image Dehazing P Shyam, KJ Yoon, KS Kim AAAI Conference on Aritificial Intelligence, 2021 | 55 | 2021 |
| Evaluating Region Modification based Data Augmentation Techniques for Low Level Vision Tasks P Shyam, KJ Yoon, KS Kim, SS Sengar IJCAI 2021 AI4AD Workshop on Artificial Intelligence for Autonomous Driving, 2021 | 14* | 2021 |
| Giqe: Generic image quality enhancement via nth order iterative degradation P Shyam, KS Kim, KJ Yoon Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 11 | 2022 |
| Robotic mapping approach under illumination-variant environments at planetary construction sites S Hong, P Shyam, A Bangunharcana, H Shin Remote Sensing 14 (4), 1027, 2022 | 9 | 2022 |
| Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks P Shyam, SS Sengar, KJ Yoon, KS Kim The British Machine Vision Conference (BMVC) 2021, 2022 | 8 | 2022 |
| Weakly supervised approach for joint object and lane marking detection P Shyam, KJ Yoon, KS Kim Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 8 | 2021 |
| Dynamic anchor selection for improving object localization P Shyam, KJ Yoon, KS Kim 2020 IEEE International Conference on Robotics and Automation (ICRA), 9477-9483, 2020 | 7 | 2020 |
| Semi-supervised hyperspectral object detection challenge results-PBVS 2022 A Rangnekar, Z Mulhollan, A Vodacek, M Hoffman, AD Sappa, E Blasch, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 6 | 2022 |
| Retaining image feature matching performance under low light conditions P Shyam, A Bangunharcana, KS Kim 2020 20th International Conference on Control, Automation and Systems (ICCAS …, 2020 | 6 | 2020 |
| Infra sim-to-real: An efficient baseline and dataset for infrastructure based online object detection and tracking using domain adaptation P Shyam, S Mishra, KJ Yoon, KS Kim 2022 IEEE Intelligent Vehicles Symposium (IV), 1393-1399, 2022 | 5 | 2022 |
| Adversarially-trained hierarchical feature extractor for vehicle re-identification P Shyam, KJ Yoon, KS Kim 2021 IEEE International Conference on Robotics and Automation (ICRA), 13400 …, 2021 | 5 | 2021 |
| Dgss: Domain generalized semantic segmentation using iterative style mining and latent representation alignment P Shyam, A Bangunharcana, KJ Yoon, KS Kim arXiv preprint arXiv:2202.13144, 2022 | 4 | 2022 |
| Lightweight thermal super-resolution and object detection for robust perception in adverse weather conditions P Shyam, HJ Yoo Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 3 | 2024 |
| Data efficient single image dehazing via adversarial auto-augmentation and extended atmospheric scattering model P Shyam, HJ Yoo Proceedings of the IEEE/CVF International Conference on Computer Vision, 227-237, 2023 | 3 | 2023 |
| Multi-Source Domain Alignment for Domain Invariant Segmentation in Unknown Targets P Shyam, KJ Yoon, KS Kim 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2022 | 1 | 2022 |
| Image enhancement targeted at addressing degradations caused by environmental conditions S Ryu, YOO Hyunjin, P Shyam, T Akhavan, E Da Silva US Patent App. 18/087,653, 2024 | | 2024 |
| PAIR: Perception Aided Image Restoration for Natural Driving Conditions P Shyam, HJ Yoo Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | | 2024 |
| Enhancing Self-Supervised Monocular Depth Estimation via Piece-Wise Pose Estimation and Geometric Constraints P Shyam, A Okon, HJ Yoo Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | | 2024 |
| Overcoming Degradation Imbalance for Consistent Image Dehazing. P Shyam, H Yoo BMVC, 601-602, 2023 | | 2023 |
| Robust holistic scene understanding via multi-task learning and sensor fusion P Shyam 한국과학기술원, 2022 | | 2022 |
Kyung-Soo KimProfessor of Mechanical Engineering, KAISTVerified email at kaist.ac.kr
