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Blog Post number 3

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Published: August 14, 2014

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Blog Post number 2

less than 1 minute read

Published: August 14, 2013

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Blog Post number 1

less than 1 minute read

Published: August 14, 2012

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portfolio

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publications

Unfolding Taylor’s Approximations for Image Restoration

Man Zhou, Xueyang Fu, Zeyu Xiao, Gang Yang, Aiping Liu, Zhiwei Xiong

Published in Neural Information Processing Systems 34, 2021 [pdf]

This paper is about Unfolding Taylors Approximations for Image Restoration.

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Memory-augmented deep conditional unfolding network for pan-sharpening

Gang Yang, Man Zhou, Keyu Yan, Aiping Liu, Xueyang Fu, Fan Wang

Published in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 [pdf]

This paper is about Memory-augmented deep conditional unfolding network for pan-sharpening.

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Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction

Gang Yang, Li Zhang, Man Zhou, Aiping Liu, Xun Chen, Zhiwei Xiong, Feng Wu

Published in Proceedings of the 30th ACM International Conference on Multimedia, 2022 [pdf]

This paper is about Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction.

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Normalization-based Feature Selection and Restitution for Pan-sharpening

Man Zhou, Jie Huang, Keyu Yan, Gang Yang, Aiping Liu, Chongyi Li, Feng Zhao

Published in Proceedings of the 30th ACM International Conference on Multimedia, 2022 [pdf]

This paper is about Normalization-based Feature Selection and Restitution for Pan-sharpening.

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PanFlowNet: A Flow-Based Deep Network for Pan-sharpening

Gang Yang, Xaingyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun Chen, Deyu Meng

Published in ICCV, 2023 [pdf]

This paper is about PanFlowNet: A Flow-Based Deep Network for Pan-sharpening.

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Learning Task-Specific Morphological Representation for Pyramidal Cells via Mutual Information Minimization

Chunli Sun, Qinghai Guo, Gang Yang, Feng Zhao

Published in PRIME (MICCAI Workshop), 2023 [pdf]

This paper is about Learning Task-Specific Morphological Representation for Pyramidal Cells via Mutual Information Minimization.

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A Data Augmentation Method Based on Multi-Modal Image Fusion for Detection and Segmentation

Jing Zhang, Gang Yang, Aiping Liu, Xun Chen

Published in ICSMD, 2023 [pdf]

This paper is about A Data Augmentation Method Based on Multi-Modal Image Fusion for Detection and Segmentation.

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MGDUN: An interpretable network for multi-contrast MRI image super-resolution reconstruction

Gang Yang, Li Zhang, Aiping Liu, Xueyang Fu, Xun Chen, Rujing Wang

Published in CiBM, 2023 [pdf]

This paper is about MGDUN: An interpretable network for multi-contrast MRI image super-resolution reconstruction.

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Transition-constant normalization for image enhancement

Jie Huang, Jinghao Zhang, Gang Yang, Mingde Yao, Chongyi Li, Zhiwei Xiong, Feng Zhao

Published in NeurIPS2024, 2024 [pdf]

This paper is about Transition-constant normalization for image enhancement.

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SFE-Net: Spatial-frequency enhancement network for robust nuclei segmentation in histopathology images

Jinsha Chen, Gang Yang, Aiping Liu, Xun Chen, Ji Liu

Published in CiBM, 2024 [pdf]

This paper is about SFE-Net: Spatial-frequency enhancement network for robust nuclei segmentation in histopathology images.

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Learning Discriminative Noise Guidance for Image Forgery Detection and Localization

Jiaying Zhu, Dong Li, Xueyang Fu, Gang Yang, Jie Huang, Aiping Liu, Zheng-Jun Zha

Published in AAAI, 2024 [pdf]

This paper is about Learning Discriminative Noise Guidance for Image Forgery Detection and Localization.

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TMFormer: Token Merging Transformer for Brain Tumor Segmentation with Missing Modalities

Zheyu Zhang, Gang Yang $\dagger$, Yueyi Zhang, Huanjing Yue, Aiping Liu, Yunwei Ou, Jian Gong, Xiaoyan Sun

Published in AAAI, 2024 [pdf]

This paper is about TMFormer: Token Merging Transformer for Brain Tumor Segmentation with Missing Modalities.

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Misalignment-Resistant Deep Unfolding Network for multi-modal MRI super-resolution and reconstruction

Jinbao Wei, Gang Yang, Zhijie Wang, Yu Liu, Aiping Liu, Xun Chen

Published in KBS2024, 2024 [pdf]

This paper is about Misalignment-Resistant Deep Unfolding Network for multi-modal MRI super-resolution and reconstruction.

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SIMFusion: A semantic information-guided modality-specific fusion network for MR Images

Xiaowen Zhang, Aiping Liu, Gang Yang, Yu Liu, Xun Chen

Published in KBS2024, 2024 [pdf]

This paper is about SIMFusion: A semantic information-guided modality-specific fusion network for MR Images.

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teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

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Gang Yang (阳港)

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