Adversarially trained Hierarchical Feature Extractor for Vehicle Re-identification- Author : Pranjay Shyam, Kuk-Jin Yoon and Kyung-Soo Kim – Published Date : TBD – Category : Vehicle Re-Identification – Place of publication : International Conference on Robotics and Automation (ICRA) 2021 Abstract: TBD
Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks- Author : Lin Wang and Kuk-Jin Yoon – Published Date : TBD – Category : Knowledge Distillation – Place of publication : IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2021) Abstract: Deep neural models, in recent years, have been successful in…
Towards Domain Invariant Single Image Dehazing- Author : Pranjay Shyam, Kuk-Jin Yoon, Kyung-Soo Kim – Published Date : December 2020 – Category : Image Dehazing – Place of publication : Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021) Abstract: TBD
Learning to Reconstruct HDR Images from Events, with Applications to Depth and Flow Prediction- Author : S. Mohammad Mostafavi I., Lin Wang, and Kuk-Jin Yoon – Published Date : TBD – Category : Event Camera, Image Reconstruction – Place of publication : International Journal of Computer Vision (IJCV) Abstract: Event cameras have numerous advantages over traditional…
Loop-Net: Joint Unsupervised Disparity and Optical Flow Estimation of Stereo Videos with Spatiotemporal Loop Consistency- Author : Taewoo Kim, Kwonyoung Ryu*, Kyeongseob Song*, and Kuk-Jin Yoon – Published Date : TBD – Category : Stereo Matching, Optical Flow – Place of publication : IEEE Robotics and Automation Letters (RA-L) Abstract: Most of existing deep learning-based depth…
SpherePHD: Applying CNNs on 360° Images with Non-Euclidean Spherical PolyHeDron Representation- Author : Yeonkun Lee, Jaeseok Jeong, Jongseob Yun, Wonjune Cho, and Kuk-Jin Yoon – Published Date : TBD – Category : 360° Vision – Place of publication : IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Abstract: Omni-directional images are becoming more prevalent for understanding…
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning- Author : Lin Wang , Tae-Kyun Kim, and Kuk-Jin Yoon – Published Date : June 2020 – Category : Event Camera, Super Resolution – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Abstract: Event cameras sense intensity changes…
Learning to Super Resolve Intensity Images from Events- Author : S. Mohammad Mostafavi I., Jonghyun Choi, and Kuk-Jin Yoon – Published Date : June 2020 – Category : Super Resolution, Event Camera – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Abstract: An event camera detects per-pixel intensity difference and…
Dynamic Anchor Selection for Improving Object Localization- Author :Pranjay Shyam, Kuk-Jin Yoon, and Kyung-Soo Kim – Published Date : TBD – Category : Object Localization – Place of publication : International Conference on Robotics and Automation (ICRA) Abstract: TBD
Deceiving Image-to-Image Translation Networks for Autonomous Driving with Adversarial Perturbations- Author : Lin Wang, Wonjune Cho, and Kuk-Jin Yoon – Published Date : April 2020 – Category : Im2Im, Adversarial Attack, Autonomous Driving – Place of publication : IEEE Robotics and Automation Letters (RA-L), presentation at the International Conference on Robotics and Automation (ICRA) 2020 Abstract: Deep…