FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks- Author : Hunmin Yang*, Jongoh Jeong*, and Kuk-Jin Yoon (*equal contribution) – Published Date : TBD – Category : Constrastive learning – Place of publication : Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI) 2024 Abstract: Deep neural networks are known to be vulnerable to security risks due to the…
Improving Transferability for Cross-domain Trajectory Prediction via Neural Stochastic Differential Equation- Author : Daehee Park, Jaewoo Jeong, and Kuk-Jin Yoon – Published Date : TBD – Category : Trajectory Prediction – Place of publication : Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI) 2024 Abstract: Multi-agent trajectory prediction is crucial for various practical applications, spurring the construction…
Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation- Author : Inkyu Shin, Dahun Kim, Qihang Yu, Jun Xie, Hong-Seok Kim, Bradley Green, In So Kweon, Kuk-Jin Yoon, and Liang-Chieh Chen – Published Date : TBD – Category : Video Panoptice Segmentation – Place of publication : Winter Conference on Applications of Computer Vision…
We have one paper accepted to the International Conference on 3D Vision(3DV 2024). The paper is “Stable Surface Regularization for Fast Few-Shot NeRF ” by Byeongin Joung, Byeong-Uk Lee, Jaesung Choe, Ukcheol Shin, Minjun Kang, Taeyeop Lee, In So Kweon, Kuk-Jin Yoon.
Stable Surface Regularization for Fast Few-Shot NeRF- Author : Byeongin Joung, Byeong-Uk Lee, Jaesung Choe, Ukcheol Shin, Minjun Kang, Taeyeop Lee, In So Kweon, Kuk-Jin Yoon – Published Date : TBD – Category : NeRF – Place of publication : 3DV 2024 This paper proposes an algorithm for synthesizing novel views under few-shot setup. The main…
EasyFuse: Easy-to-Learn Visible and Infrared Image Fusion Framework based on Unpaired Set- Author : Seongyong Ahn, Inwook Shim, Jihong Min, Kuk-Jin Yoon – Published Date : TBD – Category : Pattern Recognition – Place of publication : Pattern Recognition Letters Abstract: The major hurdle in building a visible and infrared fusion model is the necessity of…
Learning Point Cloud Completion without Complete Point Clouds: A Pose-aware Approach- Author : Jihun Kim, Hyeokjun Kweon, Yunseo Yang, and Kuk-Jin Yoon – Published Date : TBD – Category : Point Cloud Completion – Place of publication : IEEE/CVF International Conference on Computer Vision (ICCV) 2023 Abstract: Point cloud completion is to restore complete 3D scenes and…
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events- Author : Hoonhee Cho*, Hyeonseong Kim*, Yujeong Chae, and Kuk-Jin Yoon (*: Co-first authors) – Published Date : TBD – Category : Image Reconstruction – Place of publication : IEEE/CVF International Conference on Computer Vision (ICCV) 2023 (oral) Abstract: Recognizing objects from sparse and noisy events…
Non-Coaxial Event-guided Motion Deblurring with Spatial Alignment- Author : Hoonhee Cho, Yuhwan Jeong, Taewoo Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : Motion Deblurring – Place of publication : IEEE/CVF International Conference on Computer Vision (ICCV) 2023 Abstract: Motion deblurring from a blurred image is a challenging computer vision problem because frame-based…
MATE: Masked Autoencoders are Online 3D Test-Time Learners- Author : Muhammad Jehanzeb Mirza, Inkyu Shin, Wei Lin, Andreas Schriebl, Kunyang Sun, Jaesung Choe, Mateusz Kozinski, Horst Possegger, In So Kweon, Kuk-Jin Yoon, and Horst Bischof – Published Date : TBD – Category : Test-Time Adapatation – Place of publication : IEEE/CVF International Conference on Computer Vision…