Eric I-Chao Chang

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Microsoft

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Microscopic fine-grained instance classification through deep attention

Fine-grained classification of microscopic image data with limited sampl...
10/06/2020 ∙ by Mengran Fan, et al. ∙ 64 ∙ share

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MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask

Feature warping is a core technique in optical flow estimation; however,...
03/24/2020 ∙ by Shengyu Zhao, et al. ∙ 4 ∙ share

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Recursive Cascaded Networks for Unsupervised Medical Image Registration

We present recursive cascaded networks, a general architecture that enab...
07/29/2019 ∙ by Shengyu Zhao, et al. ∙ 0 ∙ share

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Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network

3D medical image registration is of great clinical importance. However, ...
02/13/2019 ∙ by Tingfung Lau, et al. ∙ 0 ∙ share

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Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge

Tumor proliferation is an important biomarker indicative of the prognosi...
07/22/2018 ∙ by Mitko Veta, et al. ∙ 0 ∙ share

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MRI Image-to-Image Translation for Cross-Modality Image Registration and Segmentation

We develop a novel cross-modality generation framework that learns to ge...
01/22/2018 ∙ by Qianye Yang, et al. ∙ 0 ∙ share

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Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks

The visual attributes of cells, such as the nuclear morphology and chrom...
11/30/2017 ∙ by Bo Hu, et al. ∙ 0 ∙ share

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Unsupervised End-to-end Learning for Deformable Medical Image Registration

We propose a registration algorithm for 2D CT/MRI medical images with a ...
11/23/2017 ∙ by Siyuan Shan, et al. ∙ 0 ∙ share

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Sleep Stage Classification Based on Multi-level Feature Learning and Recurrent Neural Networks via Wearable Device

This paper proposes a practical approach for automatic sleep stage class...
11/02/2017 ∙ by Xin Zhang, et al. ∙ 0 ∙ share

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Constrained Deep Weak Supervision for Histopathology Image Segmentation

In this paper, we develop a new weakly-supervised learning algorithm to ...
01/03/2017 ∙ by Zhipeng Jia, et al. ∙ 0 ∙ share

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Learning Multi-level Features For Sensor-based Human Action Recognition

This paper proposes a multi-level feature learning framework for human a...
11/22/2016 ∙ by Yan Xu, et al. ∙ 0 ∙ share

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Gland Instance Segmentation Using Deep Multichannel Neural Networks

Objective: A new image instance segmentation method is proposed to segme...
11/21/2016 ∙ by Yan Xu, et al. ∙ 0 ∙ share

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End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance

In this paper, we propose an innovative end-to-end subtitle detection an...
11/18/2016 ∙ by Yan Xu, et al. ∙ 0 ∙ share

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Gland Instance Segmentation by Deep Multichannel Side Supervision

In this paper, we propose a new image instance segmentation method that ...
07/12/2016 ∙ by Yan Xu, et al. ∙ 0 ∙ share

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