From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation- Author : Hyeokjun Kweon and Kuk-Jin Yoon – Published Date : TBD – Category : Weakly Supervised Semantic Segmentation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 (oral) Abstract: Weakly Supervised Semantic Segmentation (WSSS) aims to learn…
Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle- Author : Hyeokjun Kweon*, Jihun Kim*, and Kuk-Jin Yoon (*equal contribution) – Published Date : TBD – Category : Point Cloud Weakly Supervised Semantic Segmentation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 Abstract: Manual annotation of every point in…
Class Tokens Infusion for Weakly Supervised Semantic Segmentation- Author : Sung-Hoon Yoon, Hoyong Kwon, Hyeonseong Kim, and Kuk-Jin Yoon – Published Date : TBD – Category : Weakly Supervised Semantic Segmentation – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 Abstract: Weakly Supervised Semantic Segmentation (WSSS) relies on Class Activation…
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning- Author : Jaewoo Jeong*, Daehee Park*, and Kuk-Jin Yoon (*equal contribution) – Published Date : TBD – Category : Pose Forecasting – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 (highlight) Abstract: Human pose forecasting garners attention for its diverse applications.…
TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation- Author : Hoonhee Cho, Taewoo Kim, Yuhwan Jeong, and Kuk-Jin Yoon – Published Date : TBD – Category : Event Camera – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 Abstract: Video Frame Interpolation (VFI), which aims…
Frequency-aware Event-based Video Deblurring for Real-World Motion Blur- Author : Taewoo Kim*, Hoonhee Cho*, and Kuk-Jin Yoon (*equal contribution) – Published Date : TBD – Category : Event Camera – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 Abstract: Video deblurring aims to restore sharp frames from blurred video clips.…
T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory- Author : Daehee Park, Jaeseok Jeong, Sung-Hoon Yoon, Jaewoo Jeong, and Kuk-Jin Yoon – Published Date : TBD – Category : Trajectory Prediction – Place of publication : IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 Abstract: Trajectory prediction is a…
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…