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Segment Anything in High Quality
NeurIPS 2023
Extending Segment Anything (SAM) to achieve pixel-accurate segmentations of any object.
Lei Ke, Mingqiao Ye, Martin Danelljan, Yifan Liu, Yu-Wing Tai, Chi-Keung Tang
Cite Code arXiv
Segment Anything in High Quality
BiMatting: Efficient Video Matting via Binarization
NeurIPS 2023
A binary network for highly efficient video matting.
Haotong Qin, Lei Ke, Xudong Ma, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang, Xianglong Liu
Cite Code
BiMatting: Efficient Video Matting via Binarization
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution
NeurIPS 2023
Quantization method and architecture for super-resolution.
Haotong Qin, Yulun Zhang, Yifu Ding, Yifan Liu, Xianglong Liu, Martin Danelljan
Cite Code
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution
Cascade-DETR: Delving into High-Quality Universal Object Detection
ICCV 2023
Cascade attention and IoU-based scoring for object detection.
Mingqiao Ye, Lei Ke, Siyuan Li, Yu-Wing Tai, Chi-Keung Tang, Martin Danelljan
Cite Code arXiv
Cascade-DETR: Delving into High-Quality Universal Object Detection
R3D3: Dense 3D Reconstruction of Dynamic Scenes from Multiple Cameras
ICCV 2023
A method for 3d reconstruction of dynamic scenes with multi-camera setups.
Aron Schmied, Tobias Fischer, Martin Danelljan, Marc Pollefeys
Cite Code arXiv
R3D3: Dense 3D Reconstruction of Dynamic Scenes from Multiple Cameras
MolGrapher: Graph-based Visual Recognition of Chemical Structures
ICCV 2023
A graph-based method for chemical structure recognition in documents.
Lucas Morin, Martin Danelljan, Maria Isabel Agea, Ahmed Nassar, Valery Weber, Ingmar Meijer, Peter Staar
Cite Code arXiv
MolGrapher: Graph-based Visual Recognition of Chemical Structures
Mask-Free Video Instance Segmentation
CVPR 2023
State-of-the-art Video Instance Segmentation without any ground-truth masks for training.
Lei Ke, Martin Danelljan, Henghui Ding, Yu-Wing Tai, Chi-Keung Tang
Cite Code Project arXiv
Mask-Free Video Instance Segmentation
OVTrack: Open-Vocabulary Multiple Object Tracking
CVPR 2023
First method and benchmark for open vocabulary tracking.
Siyuan Li, Tobias Fischer, Lei Ke, Henghui Ding, Martin Danelljan
Cite Project
OVTrack: Open-Vocabulary Multiple Object Tracking
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation with Implicit Neural Representations
CVPR 2023
Leveraging implicit models to estimate the output confidence for unsupervised domain adaptation.
Rui Gong, Qin Wang, Martin Danelljan, Dengxin Dai, Luc Van Gool
Cite Code Project
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation with Implicit Neural Representations
Dense Gaussian Processes for Few-Shot Segmentation
ECCV 2022
A few-shot learner based on Gaussian Processes for few-shot semantic segmentation.
Joakim Johnander, Johan Edstedt, Michael Felsberg, Fahad Shahbaz Khan, Martin Danelljan
Cite Code arXiv
Dense Gaussian Processes for Few-Shot Segmentation