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Bounds all around: training energy-based models with bidirectional bounds

Nov 02, 2021
Cong Geng, Jia Wang, Zhiyong Gao, Jes Frellsen, Søren Hauberg

* This paper has been accepted by NeurIPS 2021 

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ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models

Oct 22, 2021
Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, He Zhu, Jia Wang, Hongshik Ahn

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Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos

May 15, 2021
Lei Sun, Jia Wang, Kailun Yang, Kaikai Wu, Xiangdong Zhou, Kaiwei Wang, Jian Bai

* Our dataset will be made publicly available at: 

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An Improved Discriminative Optimization for 3D Rigid Point Cloud Registration

Apr 18, 2021
Jia Wang, Ping Wang, Biao Li, Ruigang Fu, Junzheng Wu

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CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets

Apr 08, 2021
Jia Wang, Tong Sun, Benyuan Liu, Yu Cao, Hongwei Zhu

* 7 pages, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19) 

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Financial Markets Prediction with Deep Learning

Apr 05, 2021
Jia Wang, Tong Sun, Benyuan Liu, Yu Cao, Degang Wang

* 8 pages, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE, 2018 

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Rate Region for Indirect Multiterminal Source Coding in Federated Learning

Jan 26, 2021
Naifu Zhang, Meixia Tao, Jia Wang

* The experiment setup of non-IID setting in section III-A is unreasonable 

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KNN-enhanced Deep Learning Against Noisy Labels

Dec 08, 2020
Shuyu Kong, You Li, Jia Wang, Amin Rezaei, Hai Zhou

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A Learning-based Optimization Algorithm:Image Registration Optimizer Network

Nov 23, 2020
Jia Wang, Ping Wang, Biao Li, Yinghui Gao, Siyi Zhao

* 6pages 

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Generative Model without Prior Distribution Matching

Sep 23, 2020
Cong Geng, Jia Wang, Li Chen, Zhiyong Gao

* 8 pages, 8 figures 

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Uniform Interpolation Constrained Geodesic Learning on Data Manifold

Feb 28, 2020
Cong Geng, Jia Wang, Li Chen, Wenbo Bao, Chu Chu, Zhiyong Gao

* submitted to ICML 2020 

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Alleviation for Gradient Exploding in GANs: Fake Can Be Real

Dec 28, 2019
Song Tao, Jia Wang

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Efficient training and design of photonic neural network through neuroevolution

Aug 04, 2019
Tian Zhang, Jia Wang, Yihang Dan, Yuxiang Lanqiu, Jian Dai, Xu Han, Xiaojuan Sun, Kun Xu

* 11 pages, 4 figures 

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Understanding VAEs in Fisher-Shannon Plane

Sep 25, 2018
Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jia Wang

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Joint Topic-Semantic-aware Social Recommendation for Online Voting

Dec 03, 2017
Hongwei Wang, Jia Wang, Miao Zhao, Jiannong Cao, Minyi Guo

* The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017) 

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Topological Recurrent Neural Network for Diffusion Prediction

Nov 29, 2017
Jia Wang, Vincent W. Zheng, Zemin Liu, Kevin Chen-Chuan Chang

* In Proc. of The IEEE International Conference on Data Mining (ICDM '17), New Orleans, Louisiana, USA, 2017 

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GraphGAN: Graph Representation Learning with Generative Adversarial Nets

Nov 22, 2017
Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo

* The 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 8 pages 

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Unsupervised Triplet Hashing for Fast Image Retrieval

Feb 28, 2017
Shanshan Huang, Yichao Xiong, Ya Zhang, Jia Wang

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