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AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation


May 11, 2022
Xu Cao, Xiaoye Li, Liya Ma, Yi Huang, Xuan Feng, Zening Chen, Hongwu Zeng, Jianguo Cao

* To appear in the 31th International Joint Conference on Artificial Intelligence (IJCAI 2022) 

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"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs


Apr 25, 2022
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng

* IJCAI 2022 long oral presentation 

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Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems


Apr 13, 2022
Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng


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Coordinated Power Control for Network Integrated Sensing and Communication


Mar 23, 2022
Yi Huang, Yuan Fang, Xinmin Li, Jie Xu

* 5 pages, 4 figures 

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UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation


Mar 21, 2022
Dmitrii Torbunov, Yi Huang, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren

* 5 pages, 2 figures, 2 tables 

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Extraction of Medication Names from Twitter Using Augmentation and an Ensemble of Language Models


Nov 12, 2021
Igor Kulev, Berkay Köprü, Raul Rodriguez-Esteban, Diego Saldana, Yi Huang, Alessandro La Torraca, Elif Ozkirimli

* Proceedings of the BioCreative VII Challenge Evaluation Workshop 

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Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder


Nov 09, 2021
Yi Huang, Yihui Ren, Shinjae Yoo, Jin Huang

* 6 pages, 6 figures 

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Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution


Sep 10, 2021
Yi Huang, Buse Giledereli, Abdullatif Köksal, Arzucan Özgür, Elif Ozkirimli

* EMNLP 2021 

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Variational Latent-State GPT for Semi-supervised Task-Oriented Dialog Systems


Sep 09, 2021
Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng


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XTQA: Span-Level Explanations of the Textbook Question Answering


Dec 17, 2020
Jie Ma, Jun Liu, Junjun Li, Qinghua Zheng, Qingyu Yin, Jianlong Zhou, Yi Huang

* 10 pages 

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Learning to Check Contract Inconsistencies


Dec 15, 2020
Shuo Zhang, Junzhou Zhao, Pinghui Wang, Nuo Xu, Yang Yang, Yiting Liu, Yi Huang, Junlan Feng

* Accepted by AAAI 2021 

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PSF--NET: A Non-parametric Point Spread Function Model for Ground Based Optical Telescopes


Mar 02, 2020
Peng Jia, Xuebo Wu, Yi Huang, Bojun Cai, Dongmei Cai

* Accepted by AJ. The complete code can be downloaded at DOI:10.12149/101014 

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Time-Guided High-Order Attention Model of Longitudinal Heterogeneous Healthcare Data


Nov 28, 2019
Yi Huang, Xiaoshan Yang, Changsheng Xu

* PRICAI-2019 

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Long-range Event-level Prediction and Response Simulation for Urban Crime and Global Terrorism with Granger Networks


Nov 04, 2019
Timmy Li, Yi Huang, James Evans, Ishanu Chattopadhyay

* 16 pages, 5 figures 

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Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison


Oct 08, 2019
Yi Huang, Ishanu Chattopadhyay

* typos corrected 

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Solar Image Restoration with the Cycle-GAN Based on Multi-Fractal Properties of Texture Features


Aug 11, 2019
Peng Jia, Yi Huang, Bojun Cai, Dongmei Cai

* Accepted by APJ Letters 

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Perception Evaluation -- A new solar image quality metric based on the multi-fractal property of texture features


May 24, 2019
Yi Huang, Peng Jia, Dongmei Cai, Bojun Cai

* 15 pages, 13 figures, submitted to Solar Physics 

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Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds


Sep 06, 2018
Tingran Gao, Shahab Asoodeh, Yi Huang, James Evans

* 12 pages 

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A Tamper-Free Semi-Universal Communication System for Deletion Channels


Apr 09, 2018
Shahab Asoodeh, Yi Huang, Ishanu Chattopadhyay

* 14 pages, 7 figures 

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Towards a New Science of a Clinical Data Intelligence


Dec 30, 2013
Volker Tresp, Sonja Zillner, Maria J. Costa, Yi Huang, Alexander Cavallaro, Peter A. Fasching, Andre Reis, Martin Sedlmayr, Thomas Ganslandt, Klemens Budde, Carl Hinrichs, Danilo Schmidt, Philipp Daumke, Daniel Sonntag, Thomas Wittenberg, Patricia G. Oppelt, Denis Krompass

* NIPS 2013 Workshop: Machine Learning for Clinical Data Analysis and Healthcare, 2013 

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