| | DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos arXiv 2024 Wen-Hsuan Chu*, Lei Ke*, Katerina Fragkiadaki
DreamScene4D for generating 3D dynamic scenes of multiple objects from monocular videos.
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| | Gaussian Grouping: Segment and Edit Anything in 3D Scenes ECCV 2024 Mingqiao Ye, Martin Danelljan, Fisher Yu, Lei Ke ♠
(♠ denotes Project Lead)
Gaussian Grouping for open-world 3D Anything reconstruction, segmentation and editing.
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| | Matching Anything By Segmenting Anything CVPR 2024 Siyuan Li, Lei Ke, Martin Danelljan, Luigi Piccinelli, Mattia Segu, Luc Van Gool, Fisher Yu
MASA provides a universal instance appearance model for matching any objects in any domain.
Highlight (~3% acceptance rate) |
| | Segment Anything in High Quality NeurIPS 2023 Lei Ke*, Mingqiao Ye*, Martin Danelljan, Yifan Liu, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu
(* denotes equal contribution)
We propose HQ-SAM to upgrade SAM for high-quality zero-shot segmentation.
HQ-SAM receives 2000+ Github stars in one month.
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| | Segment Anything Meets Point Tracking arXiv Frano Rajič, Lei Ke, Yu-Wing Tai, Chi-Keung Tang, Martin Danelljan, Fisher Yu
We propose SAM-PT to extend SAM to zero-shot video segmentation with point-based tracking.
SAM-PT receives 500+ Github stars in one week.
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| | BiMatting: Efficient Video Matting via Binarization NeurIPS 2023 Haotong Qin*, Lei Ke*, Xudong Ma, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang, Xianglong Liu, Fisher Yu
(* denotes equal contribution)
An accurate and efficient video matting model using binarization.
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| | Cascade-DETR: Delving into High-Quality Universal Object Detection ICCV 2023 Mingqiao Ye*, Lei Ke*, Siyuan Li, Yu-Wing Tai, Chi-Keung Tang, Martin Danelljan, Fisher Yu
Promoting DETR's detection accuracy in universal domains via cascade attention.
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| | Mask-Free Video Instance Segmentation CVPR 2023 Lei Ke, Martin Danelljan, Henghui Ding, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu
Removing video and image mask annotation necessity for highly accurate VIS.
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| | OVTrack: Open-Vocabulary Multiple Object Tracking CVPR 2023 Siyuan Li, Tobias Fischer, Lei Ke, Henghui Ding, Martin Danelljan, Fisher Yu
First method and benchmark for open vocabulary tracking.
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| | Video Mask Transfiner for High-Quality Video Instance Segmentation ECCV 2022 Lei Ke, Henghui Ding, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu
A new HQ-YTVIS benchmark and transformer-based method for highly accurate VIS.
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| | Mask Transfiner for High-Quality Instance Segmentation CVPR 2022 Lei Ke, Martin Danelljan, Xia Li, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu
An efficient transformer-based method for highly accurate instance segmentation.
Transfiner receives 300+ Github stars in 3 months. |
| | Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation NeurIPS 2021 Lei Ke, Xia Li, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu
Efficient cross-attention on space-time memory for video instance segmentation.
Spotlight (3% acceptance rate). PCAN receives 200+ Github stars in one month. |
| | Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers CVPR 2021 & TPAMI 2023 Lei Ke, Yu-Wing Tai, Chi-Keung Tang
Instance segmentation with bilayer decoupling structure for occluder & occludee.
BCNet receives 300+ Github stars in 6 months. |
| | Occlusion-Aware Video Object Inpainting ICCV 2021 Lei Ke, Yu-Wing Tai, Chi-Keung Tang
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| | Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation ECCV 2020 Qi Fan*, Lei Ke*, Wenjie Pei, Chi-Keung Tang, Yu-Wing Tai
(* denotes equal contribution) |
| | GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision ECCV 2020 Lei Ke, Shichao Li, Yanan Sun, Yu-Wing Tai, Chi-Keung Tang
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| | Cascaded Deep Monocular 3D Human Pose Estimation with Evolutionary Training Data CVPR 2020 Shichao Li, Lei Ke, Kevin Pratama, Yu-Wing Tai, Chi-Keung Tang, Kwang-Ting Cheng
Oral Presentation, 5.03% acceptance rate |
| | Reflective Decoding Network for Image Captioning ICCV 2019 Lei Ke, Wenjie Pei, Ruiyu Li, Xiaoyong Shen, Yu-Wing Tai
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| | Memory-Attended Recurrent Network for Video Captioning CVPR 2019 Wenjie Pei, Jiyuan Zhang, Xiangrong Wang, Lei Ke, Xiaoyong Shen and Yu-Wing Tai
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