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DeepLab2: A TensorFlow Library for Deep Labeling


Jun 17, 2021
Mark Weber, Huiyu Wang, Siyuan Qiao, Jun Xie, Maxwell D. Collins, Yukun Zhu, Liangzhe Yuan, Dahun Kim, Qihang Yu, Daniel Cremers, Laura Leal-Taixe, Alan L. Yuille, Florian Schroff, Hartwig Adam, Liang-Chieh Chen

* 4-page technical report. The first three authors contributed equally to this work 

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SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation


Mar 05, 2021
Boxiang Yun, Yan Wang, Jieneng Chen, Huiyu Wang, Wei Shen, Qingli Li


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MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers


Dec 01, 2020
Huiyu Wang, Yukun Zhu, Hartwig Adam, Alan Yuille, Liang-Chieh Chen


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Scaling Wide Residual Networks for Panoptic Segmentation


Nov 23, 2020
Liang-Chieh Chen, Huiyu Wang, Siyuan Qiao

* 12 pages including reference 

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CO2: Consistent Contrast for Unsupervised Visual Representation Learning


Oct 05, 2020
Chen Wei, Huiyu Wang, Wei Shen, Alan Yuille


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Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation


Mar 17, 2020
Huiyu Wang, Yukun Zhu, Bradley Green, Hartwig Adam, Alan Yuille, Liang-Chieh Chen


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Rethinking Normalization and Elimination Singularity in Neural Networks


Nov 21, 2019
Siyuan Qiao, Huiyu Wang, Chenxi Liu, Wei Shen, Alan Yuille


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Localizing Occluders with Compositional Convolutional Networks


Nov 18, 2019
Adam Kortylewski, Qing Liu, Huiyu Wang, Zhishuai Zhang, Alan Yuille

* Presented at "NeurIPS 2019 workshop on Perception as generative reasoning" and "NeurIPS 2019 workshop on Context and Compositionality in Biological and Artificial Neural Systems". arXiv admin note: text overlap with arXiv:1905.11826 

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Compositional Convolutional Networks For Robust Object Classification under Occlusion


May 29, 2019
Adam Kortylewski, Qing Liu, Huiyu Wang, Zhishuai Zhang, Alan Yuille


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Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval


Apr 05, 2019
Qing Liu, Lingxi Xie, Huiyu Wang, Alan Yuille


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Weight Standardization


Mar 25, 2019
Siyuan Qiao, Huiyu Wang, Chenxi Liu, Wei Shen, Alan Yuille


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ELASTIC: Improving CNNs with Instance Specific Scaling Policies


Dec 13, 2018
Huiyu Wang, Aniruddha Kembhavi, Ali Farhadi, Alan Yuille, Mohammad Rastegari


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