Our paper has been accepted on CVPR
JDEC: JPEG Decoding via Enhanced Continuous Cosine CoefficientsWoo Kyoung Han, Sunghoon Im, Jaedeok Kim, Kyong Hwan JinIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
JDEC: JPEG Decoding via Enhanced Continuous Cosine CoefficientsWoo Kyoung Han, Sunghoon Im, Jaedeok Kim, Kyong Hwan JinIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention GeneratorWonhyeok Choi, Mingyu Shin, Hyukzae Lee, Jaehoon Cho, Jaehyeon Park, Sunghoon Im*IEEE International Conference on Robotics and Automation (ICRA), 2024
A Study on the Generality of Neural Network Structures for Monocular Depth EstimationJinwoo Bae, Kyumin Hwang, Sunghoon ImIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted Article : https://www.etnews.com/20231212000024
Implicit Neural Image Stitching With Enhanced and Blended Feature ReconstructionMinsu Kim, Jaewon Lee, Byeonghun Lee, Sunghoon Im, Kyeonghwan JinIEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 Offline-to-Online Knowledge …
Depth-discriminative Metric Learning for Monocular 3D Object DetectionWonhyeok Choi*, Mingyu Shin*, Sunghoon ImNeural Information Processing Systems (NeurIPS), 2023 Article : https://www.khan.co.kr/local/Daegu/article/202312191052001
Multi-Target Domain Adaptation with Class-Wise Attribute Transfer in Semantic SegmentationChangjae Kim, Seunghun Lee, Sunghoon ImThe 34th British Machine Vision Conference (BMVC), 2023
Rotation Matters: Generalized Monocular 3D Object Detection for Various Camera SystemSungho Moon, Jinwoo Bae, Sunghoon ImIEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRw), 2023
Dynamic Neural Network for Multi-Task Learning Searching across Diverse Network TopologiesWonhyeok Choi, Sunghoon ImIEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Article : https://m.segye.com/view/20231012516730
Deep Digging into the Generalization of Self-supervised Monocular Depth EstimationJinwoo Bae, Sungho Moon, Sunghoon ImAssociation for the Advancement of Artificial Intelligence (AAAI), 2023
ProFeat: Unsupervised Image Clustering via Progressive Feature RefinementJeonghoon Kim, Sunghoon Im, Sunghyun ChoPattern Recognition Letters (PRL), 2022