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Towards Robust Referring Image Segmentation


Sep 20, 2022
Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, Dacheng Tao

* technical report 

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SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic Flow


Jul 10, 2022
Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao

* Extension of Previous work arXiv:2002.10120 

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EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm


Jun 19, 2022
Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao


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Multi-Task Learning with Multi-query Transformer for Dense Prediction


May 31, 2022
Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao


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Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation


Apr 10, 2022
Xiangtai Li, Wenwei Zhang, Jiangmiao Pang, Kai Chen, Guangliang Cheng, Yunhai Tong, Chen Change Loy

* accepted by CVPR-2022(oral) 

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Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation


Apr 10, 2022
Xiangtai Li, Shilin Xu, Yibo Yang. Guangliang Cheng, Yunhai Tong, Dacheng Tao

* technical report 

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Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition


Apr 10, 2022
Shilin Xu, Xiangtai Li, Jingbo Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao

* technical report 

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Do We Really Need a Learnable Classifier at the End of Deep Neural Network?


Mar 17, 2022
Yibo Yang, Liang Xie, Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao


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TransVOD: End-to-end Video Object Detection with Spatial-Temporal Transformers


Jan 17, 2022
Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao

* Extended version of arXiv:2105.10920 

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