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Inferring Commonsense Explanations as Prompts for Future Event Generation


Jan 18, 2022
Li Lin, Yixin Cao, Lifu Huang, Shuang Li, Xuming Hu, Lijie Wen, Jianmin Wang


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Fast solver for J2-perturbed Lambert problem using deep neural network


Jan 09, 2022
Bin Yang, Shuang Li, Jinglang Feng, Massimiliano Vasile

* AIAA JGCD, 2022 
* 10 pages 

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Pareto Domain Adaptation


Dec 09, 2021
Fangrui Lv, Jian Liang, Kaixiong Gong, Shuang Li, Chi Harold Liu, Han Li, Di Liu, Guoren Wang

* Accepted in NeurIPS 2021 

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Active Learning for Domain Adaptation: An Energy-based Approach


Dec 08, 2021
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang

* Accepted by AAAI 2022. Code is available at https://github.com/BIT-DA/EADA 

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Incentive Compatible Pareto Alignment for Multi-Source Large Graphs


Dec 06, 2021
Jian Liang, Fangrui Lv, Di Liu, Zehui Dai, Xu Tian, Shuang Li, Fei Wang, Han Li


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Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation


Nov 25, 2021
Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li


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Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation


Nov 25, 2021
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng

* 18 pages 

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SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning


Nov 24, 2021
Binhui Xie, Kejia Yin, Shuang Li, Xinjing Chen

* 15 pages; The code is publicly available at https://github.com/BinhuiXie/SPCL 

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Learning to Compose Visual Relations


Nov 17, 2021
Nan Liu, Shuang Li, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba

* NeurIPS 2021 (Spotlight), first three authors contributed equally, Website: https://composevisualrelations.github.io/ 

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Unsupervised Learning of Compositional Energy Concepts


Nov 04, 2021
Yilun Du, Shuang Li, Yash Sharma, Joshua B. Tenenbaum, Igor Mordatch

* NeurIPS 2021, website and code at https://energy-based-model.github.io/comet/ 

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Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling


Oct 26, 2021
Yu-Ying Liu, Alexander Moreno, Maxwell A. Xu, Shuang Li, Jena C. McDaniel, Nancy C. Brady, Agata Rozga, Fuxin Li, Le Song, James M. Rehg


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Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions


Oct 07, 2021
Shuang Li, Yilun Du, Antonio Torralba, Josef Sivic, Bryan Russell


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Semantic Concentration for Domain Adaptation


Aug 12, 2021
Shuang Li, Mixue Xie, Fangrui Lv, Chi Harold Liu, Jian Liang, Chen Qin, Wei Li

* Accepted by ICCV 2021 

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ZiGAN: Fine-grained Chinese Calligraphy Font Generation via a Few-shot Style Transfer Approach


Aug 08, 2021
Qi Wen, Shuang Li, Bingfeng Han, Yi Yuan

* Accepted at ACM MM 2021 

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I2V-GAN: Unpaired Infrared-to-Visible Video Translation


Aug 04, 2021
Shuang Li, Bingfeng Han, Zhenjie Yu, Chi Harold Liu, Kai Chen, Shuigen Wang

* Accepted at ACM MM 2021 

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Learning compliant grasping and manipulation by teleoperation with adaptive force control


Jul 21, 2021
Chao Zeng, Shuang Li, Yiming Jiang, Qiang Li, Zhaopeng Chen, Chenguang Yang, Jianwei Zhang

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

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3D Neural Scene Representations for Visuomotor Control


Jul 08, 2021
Yunzhu Li, Shuang Li, Vincent Sitzmann, Pulkit Agrawal, Antonio Torralba

* First two authors contributed equally. Project Page: https://3d-representation-learning.github.io/nerf-dy/ 

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Understanding the Spread of COVID-19 Epidemic: A Spatio-Temporal Point Process View


Jun 24, 2021
Shuang Li, Lu Wang, Xinyun Chen, Yixiang Fang, Yan Song


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Quotient Space-Based Keyword Retrieval in Sponsored Search


May 26, 2021
Yijiang Lian, Shuang Li, Chaobing Feng, YanFeng Zhu


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TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning


May 17, 2021
Lu Wang, Xiaofu Chang, Shuang Li, Yunfei Chu, Hui Li, Wei Zhang, Xiaofeng He, Le Song, Jingren Zhou, Hongxia Yang


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Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation


May 11, 2021
Shuang Li, Binhui Xie, Bin Zang, Chi Harold Liu, Xinjing Cheng, Ruigang Yang, Guoren Wang

* 15 pages 

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MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition


Apr 07, 2021
Shuang Li, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Feng Qiao, Xinjing Cheng

* Accepted at CVPR 2021 

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Dynamic Domain Adaptation for Efficient Inference


Mar 26, 2021
Shuang Li, Jinming Zhang, Wenxuan Ma, Chi Harold Liu, Wei Li

* Accepted by CVPR 2021 

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Transferable Semantic Augmentation for Domain Adaptation


Mar 23, 2021
Shuang Li, Mixue Xie, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Wei Li

* Accepted as CVPR 2021. The code is publicly available at https://github.com/BIT-DA/TSA 

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Generalized Domain Conditioned Adaptation Network


Mar 23, 2021
Shuang Li, Binhui Xie, Qiuxia Lin, Chi Harold Liu, Gao Huang, Guoren Wang

* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). Journal version of arXiv:2005.06717 (AAAI 2020). Code is available at https://github.com/BIT-DA/GDCAN 

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Digital Beamforming Robust to Time-Varying Carrier Frequency Offset


Mar 08, 2021
Shuang Li, Payam Nayeri, Michael B. Wakin


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