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Transporting Causal Mechanisms for Unsupervised Domain Adaptation


Jul 28, 2021
Zhongqi Yue, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang

* ICCV 2021 Oral 

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A Large-Scale Benchmark for Food Image Segmentation


May 12, 2021
Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun

* 16 pages 

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Counterfactual Zero-Shot and Open-Set Visual Recognition


Mar 01, 2021
Zhongqi Yue, Tan Wang, Hanwang Zhang, Qianru Sun, Xian-Sheng Hua

* Accepted by CVPR 2021 

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Counterfactual Variable Control for Robust and Interpretable Question Answering


Oct 12, 2020
Sicheng Yu, Yulei Niu, Shuohang Wang, Jing Jiang, Qianru Sun


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Meta-Aggregating Networks for Class-Incremental Learning


Oct 10, 2020
Yaoyao Liu, Bernt Schiele, Qianru Sun

* Code: https://github.com/yaoyao-liu/class-incremental-learning 

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Causal Intervention for Weakly-Supervised Semantic Segmentation


Oct 07, 2020
Dong Zhang, Hanwang Zhang, Jinhui Tang, Xiansheng Hua, Qianru Sun

* Accepted as a NeurIPS 2020 oral paper 

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Interventional Few-Shot Learning


Sep 28, 2020
Zhongqi Yue, Hanwang Zhang, Qianru Sun, Xian-Sheng Hua

* Accepted by NeurIPS 2020 

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Feature Pyramid Transformer


Jul 18, 2020
Dong Zhang, Hanwang Zhang, Jinhui Tang, Meng Wang, Xiansheng Hua, Qianru Sun

* Published at the European Conference on Computer Vision, 2020 

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Visual Commonsense R-CNN


Feb 27, 2020
Tan Wang, Jianqiang Huang, Hanwang Zhang, Qianru Sun

* Accepted by CVPR 2020 

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Mnemonics Training: Multi-Class Incremental Learning without Forgetting


Feb 26, 2020
Yaoyao Liu, An-An Liu, Yuting Su, Bernt Schiele, Qianru Sun

* To appear in CVPR 2020. The camera-ready version with supplementary experiment results will come on 23rd March. Code will come soon at https://github.com/yaoyao-liu/mnemonics 

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Meta-Transfer Learning through Hard Tasks


Oct 07, 2019
Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele

* An extended version of a paper published in CVPR2019. Under review. arXiv admin note: substantial text overlap with arXiv:1812.02391 

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Learning to Self-Train for Semi-Supervised Few-Shot Classification


Jun 03, 2019
Qianru Sun, Xinzhe Li, Yaoyao Liu, Shibao Zheng, Tat-Seng Chua, Bernt Schiele


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A Novel BiLevel Paradigm for Image-to-Image Translation


Apr 18, 2019
Liqian Ma, Qianru Sun, Bernt Schiele, Luc Van Gool


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LCC: Learning to Customize and Combine Neural Networks for Few-Shot Learning


Apr 17, 2019
Yaoyao Liu, Qianru Sun, An-An Liu, Yuting Su, Bernt Schiele, Tat-Seng Chua


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Learning a Disentangled Embedding for Monocular 3D Shape Retrieval and Pose Estimation


Dec 24, 2018
Kyaw Zaw Lin, Weipeng Xu, Qianru Sun, Christian Theobalt, Tat-Seng Chua


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Meta-Transfer Learning for Few-Shot Learning


Dec 07, 2018
Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele

* Code and supplementary materials will be made public soon. *This work was done during Yaoyao Liu's internship at NUS 

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A Hybrid Model for Identity Obfuscation by Face Replacement


Jul 24, 2018
Qianru Sun, Ayush Tewari, Weipeng Xu, Mario Fritz, Christian Theobalt, Bernt Schiele

* ECCV'18, camera-ready version 

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Disentangled Person Image Generation


Jun 15, 2018
Liqian Ma, Qianru Sun, Stamatios Georgoulis, Luc Van Gool, Bernt Schiele, Mario Fritz

* Published at CVPR'18 (Spotlight). Corresponding author is Qianru Sun 

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Natural and Effective Obfuscation by Head Inpainting


Mar 16, 2018
Qianru Sun, Liqian Ma, Seong Joon Oh, Luc Van Gool, Bernt Schiele, Mario Fritz

* To appear in CVPR 2018 

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Pose Guided Person Image Generation


Jan 28, 2018
Liqian Ma, Xu Jia, Qianru Sun, Bernt Schiele, Tinne Tuytelaars, Luc Van Gool

* Xu Jia and Qianru Sun contribute equally. Accepted in Proceedings of 31st Conference on Neural Information Processing Systems (NIPS 2017) 

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A Domain Based Approach to Social Relation Recognition


Apr 21, 2017
Qianru Sun, Bernt Schiele, Mario Fritz

* To appear in CVPR 2017 

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Orientation Driven Bag of Appearances for Person Re-identification


May 09, 2016
Liqian Ma, Hong Liu, Liang Hu, Can Wang, Qianru Sun

* 13 pages, 15 figures, 3 tables, submitted to IEEE Transactions on Circuits and Systems for Video Technology 

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