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Fatigue-aware Bandits for Dependent Click Models

Aug 22, 2020
Junyu Cao, Wei Sun, Zuo-Jun, Shen, Markus Ettl

* AAAI. 2020 

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Model Distillation for Revenue Optimization: Interpretable Personalized Pricing

Jul 03, 2020
Max Biggs, Wei Sun, Markus Ettl


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Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis

Mar 25, 2020
Wei Sun, Tianfu Wu


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Machine learning based co-creative design framework

Jan 23, 2020
Brian Quanz, Wei Sun, Ajay Deshpande, Dhruv Shah, Jae-eun Park

* Thirty-third Conference on Neural Information Processing Systems (NeurIPS) 2019 Workshop on Machine Learning for Creativity and Design, December 14th, 2019, Vancouver, Canada (https://neurips2019creativity.github.io/

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Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation

Jan 08, 2020
Dong Gong, Wei Sun, Qinfeng Shi, Anton van den Hengel, Yanning Zhang


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PVN3D: A Deep Point-wise 3D Keypoints Voting Network for 6DoF Pose Estimation

Nov 11, 2019
Yisheng He, Wei Sun, Haibin Huang, Jianran Liu, Haoqiang Fan, Jian Sun


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Making Predictive Coding Networks Generative

Oct 26, 2019
Jeff Orchard, Wei Sun

* 15 pages, 7 figures 

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Image Synthesis From Reconfigurable Layout and Style

Aug 20, 2019
Wei Sun, Tianfu Wu

* Accepted to ICCV 2019 

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Attentive Normalization

Aug 04, 2019
Xilai Li, Wei Sun, Tianfu Wu

* Preprint. On-going work with promising preliminary results 

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3D Virtual Garment Modeling from RGB Images

Jul 31, 2019
Yi Xu, Shanglin Yang, Wei Sun, Li Tan, Kefeng Li, Hui Zhou

* 9 pages; 9 figures; accepted to IEEE International Symposium on Mixed and Augmented Reality 2019 

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A support vector regression-based multi-fidelity surrogate model

Jun 22, 2019
Maolin Shi, Shuo Wang, Wei Sun, Liye Lv, Xueguan Song

* 22 pages, 12 figures 

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Pose Guided Fashion Image Synthesis Using Deep Generative Model

Jun 17, 2019
Wei Sun, Jawadul H. Bappy, Shanglin Yang, Yi Xu, Tianfu Wu, Hui Zhou


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High-low level support vector regression prediction approach (HL-SVR) for data modeling with input parameters of unequal sample sizes

May 31, 2019
Maolin Shi, Wei Sun, Xueguan Song, Hongyou Li


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Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem

Apr 29, 2019
Junyu Cao, Wei Sun


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Ranking-Based Autoencoder for Extreme Multi-label Classification

Apr 11, 2019
Bingyu Wang, Li Chen, Wei Sun, Kechen Qin, Kefeng Li, Hui Zhou

* Accepted by NAACL-HLT 2019 as a long paper 

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Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue

Mar 19, 2019
Junyu Cao, Wei Sun


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Real time backbone for semantic segmentation

Mar 16, 2019
Zhengeng Yang, Hongshan Yu, Qiang Fu, Wei Sun, Wenyan Jia, Mingui Sun, Zhi-Hong Mao

* 6pages 

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Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation

Jan 18, 2019
Wei Sun, Tianfu Wu

* 12 pages 

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Geology prediction based on operation data of TBM: comparison between deep neural network and statistical learning methods

Sep 07, 2018
Maolin Shi, Xueguan Song, Wei Sun

* 26 pages, 7 figures 

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Towards Interpretable R-CNN by Unfolding Latent Structures

Sep 06, 2018
Tianfu Wu, Wei Sun, Xilai Li, Xi Song, Bo Li

* 9 pages 

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Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning

Dec 20, 2017
Yang Nan, Gianmarc Coppola, Qiaokang Liang, Kunglin Zou, Wei Sun, Dan Zhang, Yaonan Wang, Guanzhen Yu

* 16 pages,9 figures 

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Multimodal Content Analysis for Effective Advertisements on YouTube

Sep 12, 2017
Nikhita Vedula, Wei Sun, Hyunhwan Lee, Harsh Gupta, Mitsunori Ogihara, Joseph Johnson, Gang Ren, Srinivasan Parthasarathy

* 11 pages, 5 figures, ICDM 2017 

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Stabilized Nearest Neighbor Classifier and Its Statistical Properties

Aug 30, 2015
Wei Sun, Xingye Qiao, Guang Cheng

* 48 Pages, 11 Figures. To Appear in JASA--T&M 

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Consistent selection of tuning parameters via variable selection stability

Dec 13, 2013
Wei Sun, Junhui Wang, Yixin Fang

* Journal of Machine Learning Research 2013, Vol. 14, 3419-3440 
* Published in JMLR (http://jmlr.org/papers/v14/

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A note on selection stability: combining stability and prediction

Jan 30, 2013
Yixin Fang, Junhui Wang, Wei Sun


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Probability and Asset Updating using Bayesian Networks for Combinatorial Prediction Markets

Oct 16, 2012
Wei Sun, Robin Hanson, Kathryn Blackmond Laskey, Charles Twardy

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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