Deep Learning-based Gas Identification by Time-variant Illumination of a Single Micro LED-embedded Gas Sensor- Author : Incheol Cho*, Kichul Lee*, Young Chul Sim, Jaeseok Jeong, Minkyu Cho, Heechan Jung, Mingu Kang, Yong-Hoon Cho, Seung Chul Ha, Kuk-Jin Yoon‡, and Inkyu Park‡ (*: Co-authors, ‡: Co-corresponding authors) – Published Date : 2023 – Category : Deep Learning Application…
Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor- Author : Hyeokjun Kweon*, Sung-Hoon Yoon*, and Kuk-Jin Yoon – Published Date : TBD – Category : Weakly Supervised Semantic Segmentation (WSSS) – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 Abstract: In Weakly Supervised Semantic Segmentation (WSSS), Class…
Learning Adaptive Dense Event Stereo from the Image Domain- Author : Hoonhee Cho, Jegyeong Cho, and Kuk-Jin Yoon (예시) – Published Date : TBD – Category : Event Camera – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 Abstract: Recently, event-based stereo matching has been studied due to its robustness…
TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation- Author : Taeyeop Lee, Jonathan Tremblay, Valts Blukis, Bowen Wen, Byeong-Uk Lee, Inkyu Shin, Stan Birchfield, In So Kweon, and Kuk-Jin Yoon (예시) – Published Date : TBD – Category : Pose Estimation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023…
Single Domain Generalization for LiDAR Semantic Segmentation- Author : Hyeonseong Kim*, Yoonsu Kang*, Changgyoon Oh, and Kuk-Jin Yoon – Published Date : TBD – Category : Domain Generalization, LiDAR Semantic Segmentation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 Abstract: With the success of the 3D deep learning models,…
Cross-Guided Optimization of Radiance Fields with Multi-View Image Super-Resolution for High-Resolution Novel View Synthesis- Author : Youngho Yoon and Kuk-Jin Yoon – Published Date : TBD – Category : Super-Resolution, Novel View Synthesis – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 Abstract: Novel View Synthesis (NVS) aims at synthesizing…
Event-based Video Frame Interpolation with Cross-Modal Asymmetric Bidirectional Motion Fields- Author : Taewoo Kim, Yujeong Chae, Hyun-Kurl Jang, and Kuk-Jin Yoon – Published Date : TBD – Category : Event Camera – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023 (selected as a highlight paper) Abstract: Video Frame Interpolation (VFI)…
Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction- Author : Daehee Park, Hobin Ryu, Yunseo Yang, Jegyeong Cho, Jiwon Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : Trajectory prediction – Place of publication : International Conference on Learning Representations (ICLR) 2023 Abstract: Understanding the interaction between multiple agents is crucial for realistic…
Pixel-wise Warping for Deep Image Stitching- Author : Hyeokjun Kweon*, Hyeonseong Kim*, Yoonsu Kang*, Youngho Yoon*, Wooseong Jeong, and Kuk-Jin Yoon – Published Date : TBD – Category : Image Stitching – Place of publication : Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023) Abstract: Existing image stitching approaches based on global or local homography estimation…
Efficient Reference-based Video Super-Resolution (ERVSR): Single Reference Image Is All You Need- Author : Hoonhee Cho*, Jinsu Lim*, Minji Lee*, Youngrae Kim*, Dongman Lee, Ho-Jin Choi, and Kuk-Jin Yoon – Published Date : TBD – Category : Reference-based Video Super-Resolution – Place of publication : IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Abstract: Reference-based video super-resolution (RefVSR) is a promising…