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Combining Data-driven Supervision with Human-in-the-loop Feedback for Entity Resolution


Nov 20, 2021
Wenpeng Yin, Shelby Heinecke, Jia Li, Nitish Shirish Keskar, Michael Jones, Shouzhong Shi, Stanislav Georgiev, Kurt Milich, Joseph Esposito, Caiming Xiong

* Camera-ready for Data-Centric AI Workshop at NeurIPS 2021 

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Deconvolutional Networks on Graph Data


Oct 29, 2021
Jia Li, Jiajin Li, Yang Liu, Jianwei Yu, Yueting Li, Hong Cheng

* arXiv admin note: text overlap with arXiv:2012.11898 

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Receptive Field Broadening and Boosting for Salient Object Detection


Oct 15, 2021
Mingcan Ma, Changqun Xia, Chenxi Xie, Xiaowu Chen, Jia Li

* 9 pages, 5 figures 

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Deconfounded Causal Collaborative Filtering


Oct 14, 2021
Shuyuan Xu, Juntao Tan, Shelby Heinecke, Jia Li, Yongfeng Zhang

* 9 pages, 5 figures; comments and suggestions are highly appreciated 

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Transformer-based Dual Relation Graph for Multi-label Image Recognition


Oct 12, 2021
Jiawei Zhao, Ke Yan, Yifan Zhao, Xiaowei Guo, Feiyue Huang, Jia Li

* In Proceedings of the IEEE/CVF International Conference on Computer Vision 2021 (pp. 163-172) 
* 10 pages, 5 figures. Published in ICCV 2021 

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Universal Face Restoration With Memorized Modulation


Oct 03, 2021
Jia Li, Huaibo Huang, Xiaofei Jia, Ran He


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Modeling Dynamic Attributes for Next Basket Recommendation


Sep 23, 2021
Yongjun Chen, Jia Li, Chenghao Liu, Chenxi Li, Markus Anderle, Julian McAuley, Caiming Xiong


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Hybrid Local-Global Transformer for Image Dehazing


Sep 18, 2021
Dong Zhao, Jia Li, Hongyu Li, Long Xu

* 19 pages,17 figures 

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Heterogeneous Relational Complement for Vehicle Re-identification


Sep 16, 2021
Jiajian Zhao, Yifan Zhao, Jia Li, Ke Yan, Yonghong Tian

* 10 pages, 4 figures. Accepted in ICCV 2021 

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Pose-guided Inter- and Intra-part Relational Transformer for Occluded Person Re-Identification


Sep 08, 2021
Zhongxing Ma, Yifan Zhao, Jia Li

* 10 pages, 6 figures, Accepted by ACM MM 2021 

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RGB-D Salient Object Detection with Ubiquitous Target Awareness


Sep 08, 2021
Yifan Zhao, Jiawei Zhao, Jia Li, Xiaowu Chen

* 15 pages, 13 figures, Accepted by IEEE Transactions on Image Processing (2021). arXiv admin note: text overlap with arXiv:2006.00269 

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Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain


Aug 19, 2021
Guangyao Chen, Peixi Peng, Li Ma, Jia Li, Lin Du, Yonghong Tian

* ICCV 2021 

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Contrastive Self-supervised Sequential Recommendation with Robust Augmentation


Aug 14, 2021
Zhiwei Liu, Yongjun Chen, Jia Li, Philip S. Yu, Julian McAuley, Caiming Xiong

* Under-review. Work done during Zhiwei's intern at Salesforce. Inc 

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Mixture of Linear Models Co-supervised by Deep Neural Networks


Aug 05, 2021
Beomseok Seo, Lin Lin, Jia Li

* Submitted to Journal of Computational and Graphical Statistics on April 19, 2021 

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Greedy Offset-Guided Keypoint Grouping for Human Pose Estimation


Jul 07, 2021
Jia Li, Linhua Xiang, Jiwei Chen, Zengfu Wang

* Accepted by PRCV2021, the official PRCV2021 version is different 

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Exploring Driving-aware Salient Object Detection via Knowledge Transfer


May 18, 2021
Jinming Su, Changqun Xia, Jia Li

* Accepted by ICME 2021 (oral) 

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Epsilon Consistent Mixup: An Adaptive Consistency-Interpolation Tradeoff


Apr 19, 2021
Vincent Pisztora, Yanglan Ou, Xiaolei Huang, Francesca Chiaromonte, Jia Li


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Structural Similarity of Boundary Conditions and an Efficient Local Search Algorithm for Goal Conflict Identification


Feb 23, 2021
Hongzhen Zhong, Hai Wan, Weilin Luo, Zhanhao Xiao, Jia Li, Biqing Fang


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Mask-GVAE: Blind Denoising Graphs via Partition


Feb 08, 2021
Jia Li, Mengzhou Liu, Honglei Zhang, Pengyun Wang, Yong Wen, Lujia Pan, Hong Cheng

* 11 pages, 6 figures, 4 tables, In Proceedings of the Web Conference 2021 

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Graph Autoencoders with Deconvolutional Networks


Dec 22, 2020
Jia Li, Tomas Yu, Da-Cheng Juan, Arjun Gopalan, Hong Cheng, Andrew Tomkins


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Teaching deep learning causal effects improves predictive performance


Nov 11, 2020
Jia Li, Xiaowei Jia, Haoyu Yang, Vipin Kumar, Michael Steinbach, Gyorgy Simon

* 9 pages, 8 figures, in the process of SDM 2021 

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Structure-aware Pre-training for Table Understanding with Tree-based Transformers


Nov 06, 2020
Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang


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Learning Open Set Network with Discriminative Reciprocal Points


Oct 31, 2020
Guangyao Chen, Limeng Qiao, Yemin Shi, Peixi Peng, Jia Li, Tiejun Huang, Shiliang Pu, Yonghong Tian

* ECCV 2020 (spotlight) 

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CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers


Oct 24, 2020
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong


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Dirichlet Graph Variational Autoencoder


Oct 09, 2020
Jia Li, Tomasyu Yu Jiajin Li, Honglei Zhang, Kangfei Zhao, YU Rong, Hong Cheng

* Inproceedings of NeurIPS 2020 

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DanceIt: Music-inspired Dancing Video Synthesis


Sep 17, 2020
Xin Guo, Jia Li, Yifan Zhao

* 14 pages, 18 figures 

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Intrinsic Relationship Reasoning for Small Object Detection


Sep 02, 2020
Kui Fu, Jia Li, Lin Ma, Kai Mu, Yonghong Tian


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Cooperative Bi-path Metric for Few-shot Learning


Aug 10, 2020
Zeyuan Wang, Yifan Zhao, Jia Li, Yonghong Tian

* 9 pages, 4 figures. Accepted by ACM MultiMedia 2020 

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SEKD: Self-Evolving Keypoint Detection and Description


Jun 09, 2020
Yafei Song, Ling Cai, Jia Li, Yonghong Tian, Mingyang Li


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