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Data-Efficient Instance Segmentation with a Single GPU


Oct 08, 2021
Pengyu Chen, Wanhua Li, Jiwen Lu

* Technical report 

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Structure-Preserving Image Super-Resolution


Sep 26, 2021
Cheng Ma, Yongming Rao, Jiwen Lu, Jie Zhou

* Accepted by T-PAMI. Journal version of arXiv:2003.13081 (CVPR 2020) 

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Reasoning Graph Networks for Kinship Verification: from Star-shaped to Hierarchical


Sep 06, 2021
Wanhua Li, Jiwen Lu, Abudukelimu Wuerkaixi, Jianjiang Feng, Jie Zhou

* IEEE Transactions on Image Processing, vol. 30, pp. 4947-4961, 2021 
* Accepted by IEEE Transactions on Image Processing (TIP) 

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NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo


Sep 03, 2021
Yi Wei, Shaohui Liu, Yongming Rao, Wang Zhao, Jiwen Lu, Jie Zhou

* To appear in ICCV 2021 (Oral). Project page: https://weiyithu.github.io/NerfingMVS/ 

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Diverse Sample Generation: Pushing the Limit of Data-free Quantization


Sep 03, 2021
Haotong Qin, Yifu Ding, Xiangguo Zhang, Aoyu Li, Jiakai Wang, Xianglong Liu, Jiwen Lu


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Deep Relational Metric Learning


Aug 23, 2021
Wenzhao Zheng, Borui Zhang, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021. Source code available at https://github.com/zbr17/DRML 

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PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers


Aug 19, 2021
Xumin Yu, Yongming Rao, Ziyi Wang, Zuyan Liu, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021 (Oral Presentation) 

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Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification


Aug 19, 2021
Yongming Rao, Guangyi Chen, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021 

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Group-aware Contrastive Regression for Action Quality Assessment


Aug 17, 2021
Xumin Yu, Yongming Rao, Wenliang Zhao, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021 

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RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection


Aug 17, 2021
Yongming Rao, Benlin Liu, Yi Wei, Jiwen Lu, Cho-Jui Hsieh, Jie Zhou

* Accepted to ICCV 2021 

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Masked Face Recognition Challenge: The WebFace260M Track Report


Aug 16, 2021
Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jia Guo, Jiwen Lu, Dalong Du, Jie Zhou

* The WebFace260M Track of ICCV-21 MFR Challenge is still open in https://www.face-benchmark.org/challenge.html 

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Towards Interpretable Deep Metric Learning with Structural Matching


Aug 12, 2021
Wenliang Zhao, Yongming Rao, Ziyi Wang, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021 

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Person Re-identification via Attention Pyramid


Aug 11, 2021
Guangyi Chen, Tianpei Gu, Jiwen Lu, Jin-An Bao, Jie Zhou

* Accepted by IEEE Transcations on Image Processing. Code available at https://github.com/CHENGY12/APNet 

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Instance Similarity Learning for Unsupervised Feature Representation


Aug 05, 2021
Ziwei Wang, Yunsong Wang, Ziyi Wu, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021 

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Generalizable Mixed-Precision Quantization via Attribution Rank Preservation


Aug 05, 2021
Ziwei Wang, Han Xiao, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021 

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Personalized Trajectory Prediction via Distribution Discrimination


Jul 29, 2021
Guangyi Chen, Junlong Li, Nuoxing Zhou, Liangliang Ren, Jiwen Lu

* Accepted to ICCV 2021. Code: https://github.com/CHENGY12/DisDis 

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Human Trajectory Prediction via Counterfactual Analysis


Jul 29, 2021
Guangyi Chen, Junlong Li, Jiwen Lu, Jie Zhou

* Accepted to ICCV 2021. Code: https://github.com/CHENGY12/CausalHTP 

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Similarity-Aware Fusion Network for 3D Semantic Segmentation


Jul 17, 2021
Linqing Zhao, Jiwen Lu, Jie Zhou

* Accepted by 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021) 

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Global Filter Networks for Image Classification


Jul 01, 2021
Yongming Rao, Wenliang Zhao, Zheng Zhu, Jiwen Lu, Jie Zhou

* Project page: https://gfnet.ivg-research.xyz/ 

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DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification


Jun 03, 2021
Yongming Rao, Wenliang Zhao, Benlin Liu, Jiwen Lu, Jie Zhou, Cho-Jui Hsieh

* Project page: https://dynamicvit.ivg-research.xyz/ 

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FGR: Frustum-Aware Geometric Reasoning for Weakly Supervised 3D Vehicle Detection


May 17, 2021
Yi Wei, Shang Su, Jiwen Lu, Jie Zhou

* Accepted to ICRA 2021 

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SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation


Apr 07, 2021
Jiabin Zhang, Zheng Zhu, Jiwen Lu, Junjie Huang, Guan Huang, Jie Zhou

* Accepted by AAAI2021 

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Objects are Different: Flexible Monocular 3D Object Detection


Apr 06, 2021
Yunpeng Zhang, Jiwen Lu, Jie Zhou

* Accepted in CVPR 2021 

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Meta-Mining Discriminative Samples for Kinship Verification


Mar 28, 2021
Wanhua Li, Shiwei Wang, Jiwen Lu, Jianjiang Feng, Jie Zhou

* Accepted by CVPR2021 

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Structure-Aware Face Clustering on a Large-Scale Graph with $\bf{10^{7}}$ Nodes


Mar 27, 2021
Shuai Shen, Wanhua Li, Zheng Zhu, Guan Huang, Dalong Du, Jiwen Lu, Jie Zhou

* Accepted by the CVPR 2021. Project: https://sstzal.github.io/STAR-FC/ 

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Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression


Mar 25, 2021
Wanhua Li, Xiaoke Huang, Jiwen Lu, Jianjiang Feng, Jie Zhou

* Accepted by CVPR2021. Code is available at https://github.com/Li-Wanhua/POEs 

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WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition


Mar 06, 2021
Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jiwen Lu, Dalong Du, Jie Zhou

* Accepted by CVPR2021. Benchmark website is https://www.face-benchmark.org 

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Rank-Consistency Deep Hashing for Scalable Multi-Label Image Search


Feb 02, 2021
Cheng Ma, Jiwen Lu, Jie Zhou

* IEEE Transactions on Multimedia, 2020 

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