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Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery

May 24, 2020
Junjun Jiang, He Sun, Xianming Liu, Jiayi Ma

* Accepted for publication at IEEE Transactions on Computational Imaging 

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MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

Mar 31, 2020
Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu

* IEEE Conference on Computer Vision and Pattern Recognition, 2020 
* Accepted to CVPR2020. The first two authors contribute equally 

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Multi-Scale Progressive Fusion Network for Single Image Deraining

Mar 28, 2020
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang

* CVPR 2020 

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LaFIn: Generative Landmark Guided Face Inpainting

Nov 26, 2019
Yang Yang, Xiaojie Guo, Jiayi Ma, Lin Ma, Haibin Ling


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EDIT: Exemplar-Domain Aware Image-to-Image Translation

Nov 24, 2019
Yuanbin Fu, Jiayi Ma, Lin Ma, Xiaojie Guo

* 9 pages, 7 figures 

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Ensemble Super-Resolution with A Reference Dataset

May 12, 2019
Junjun Jiang, Yi Yu, Zheng Wang, Suhua Tang, Ruimin Hu, Jiayi Ma

* 14 pages, 11 figures 

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PFLD: A Practical Facial Landmark Detector

Mar 03, 2019
Xiaojie Guo, Siyuan Li, Jinke Yu, Jiawan Zhang, Jiayi Ma, Lin Ma, Wei Liu, Haibin Ling


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SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery

Sep 15, 2018
Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Zhihua Cai, Lizhe Wang

* 13 pages, 10 figures, Accepted by IEEE TGRS 

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Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning

Sep 15, 2018
Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa

* 13 pages, 15 figures, Accepted by IEEE TCYB 

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Hyperspectral Image Classification in the Presence of Noisy Labels

Sep 12, 2018
Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, Xianming Liu

* Accepted by IEEE TGRS 

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Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination

Jun 28, 2018
Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma

* Accepted by IJCAI 2018 

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NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction

Mar 13, 2018
Yuan Gao, Qi She, Jiayi Ma, Mingbo Zhao, Wei Liu, Tong Zhang, Alan L. Yuille

* 17 pages, 5 figures, 7 tables 

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Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples

Mar 24, 2017
Yuan Gao, Jiayi Ma, Alan L. Yuille

* To appear in IEEE Transactions on Image Processing, 2017 

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Density-Based Region Search with Arbitrary Shape for Object Localization

Oct 23, 2014
Ji Zhao, Deyu Meng, Jiayi Ma


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