publications

2022

1. CVPR Oral

   CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation

   Yu, Qihang, Wang, Huiyu, Kim, Dahun, Qiao, Siyuan, Collins, Maxwell, Zhu, Yukun, Adam, Hartwig, Yuille, Alan, and Chen, Liang-Chieh

   Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2022

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2. CVPR

   TubeFormer-DeepLab: Video Mask Transformer

   Kim, Dahun, Xie, Jun, Wang, Huiyu, Qiao, Siyuan, Yu, Qihang, Kim, Hong-Seok, Adam, Hartwig, Kweon, In So, and Chen, Liang-Chieh

   Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2022

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2021

1. CVPR

   ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation

   Qiao, Siyuan, Zhu, Yukun, Adam, Hartwig, Yuille, Alan, and Chen, Liang-Chieh

   Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2021

   PDF Code Video
2. CVPR

   DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

   Qiao, Siyuan, Chen, Liang-Chieh, and Yuille, Alan

   Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2021

   PDF Code
3. CVPR

   Deeply Shape-guided Cascade for Instance Segmentation

   Ding, Hao, Qiao, Siyuan, Shen, Wei, and Yuille, Alan

   Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2021

   PDF Code

2020

1. Scaling Wide Residual Networks for Panoptic Segmentation

   Chen, Liang-Chieh, Wang, Huiyu, and Qiao, Siyuan

   arXiv preprint arXiv:2011.11675 2020

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2. Batch Normalization with Enhanced Linear Transformation

   Xu, Yuhui, Xie, Lingxi, Xie, Cihang, Mei, Jieru, Qiao, Siyuan, Shen, Wei, Xiong, Hongkai, and Yuille, Alan

   arXiv preprint arXiv:2011.14150 2020

   PDF Code
3. WACV

   Robust face detection via learning small faces on hard images

   Zhang, Zhishuai, Shen, Wei, Qiao, Siyuan, Wang, Yan, Wang, Bo, and Yuille, Alan

   In The IEEE Winter Conference on Applications of Computer Vision 2020

   PDF Code Video
4. ECCVW

   Tdapnet: Prototype network with recurrent top-down attention for robust object classification under partial occlusion

   Xiao, Mingqing, Kortylewski, Adam, Wu, Ruihai, Qiao, Siyuan, Shen, Wei, and Yuille, Alan

   ECCV 2020 Workshop on Visual Inductive Priors for Data-Efficient Deep Learning 2020

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2019

1. Micro-Batch Training with Batch-Channel Normalization and Weight Standardization

   Qiao, Siyuan, Wang, Huiyu, Liu, Chenxi, Shen, Wei, and Yuille, Alan

   arXiv preprint arXiv:1903.10520 2019

   PDF Code
2. AAAI

   Training deep neural networks in generations: A more tolerant teacher educates better students

   Yang, Chenglin, Xie, Lingxi, Qiao, Siyuan, and Yuille, Alan L

   In Proceedings of the AAAI Conference on Artificial Intelligence 2019

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3. CVPR Oral

   Neural Rejuvenation: Improving deep network training by enhancing computational resource utilization

   Qiao, Siyuan, Lin, Zhe, Zhang, Jianming, and Yuille, Alan L

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2019

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2018

1. Generalized Coarse-to-Fine Visual Recognition with Progressive Training

   Ren, Xutong, Xie, Lingxi, Wei, Chen, Qiao, Siyuan, Su, Chi, Liu, Jiaying, Tian, Qi, Fishman, Elliot K, and Yuille, Alan L

   arXiv preprint arXiv:1811.12047 2018

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2. ICML Oral

   Gradually updated neural networks for large-scale image recognition

   Qiao, Siyuan, Zhang, Zhishuai, Shen, Wei, Wang, Bo, and Yuille, Alan

   In International Conference on Machine Learning 2018

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3. ECCV

   Multi-scale spatially-asymmetric recalibration for image classification

   Wang, Yan, Xie, Lingxi, Qiao, Siyuan, Zhang, Ya, Zhang, Wenjun, and Yuille, Alan L

   In Proceedings of the European Conference on Computer Vision 2018

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4. ECCV

   Deep co-training for semi-supervised image recognition

   Qiao, Siyuan, Shen, Wei, Zhang, Zhishuai, Wang, Bo, and Yuille, Alan

   In Proceedings of the European Conference on Computer Vision 2018

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5. Unleashing the potential of cnns for interpretable few-shot learning

   Deng, Boyang, Liu, Qing, Qiao, Siyuan, and Yuille, Alan

   2018

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6. CVPR

   Single-shot object detection with enriched semantics

   Zhang, Zhishuai, Qiao, Siyuan, Xie, Cihang, Shen, Wei, Wang, Bo, and Yuille, Alan L

   In Proceedings of the IEEE conference on computer vision and pattern recognition 2018

   PDF Code
7. CVPR Spotlight

   Few-shot image recognition by predicting parameters from activations

   Qiao, Siyuan, Liu, Chenxi, Shen, Wei, and Yuille, Alan L

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2018

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2017

1. Few-shot Learning by Exploiting Visual Concepts within CNNs

   Deng, Boyang, Liu, Qing, Qiao, Siyuan, and Yuille, Alan

   arXiv preprint arXiv:1711.08277 2017

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2. ACM MM

   Unrealcv: Virtual worlds for computer vision

   Qiu, Weichao, Zhong, Fangwei, Zhang, Yi, Qiao, Siyuan, Xiao, Zihao, Kim, Tae Soo, and Wang, Yizhou

   In Proceedings of the 25th ACM international conference on Multimedia 2017

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3. ICCV

   Sort: Second-order response transform for visual recognition

   Wang, Yan, Xie, Lingxi, Liu, Chenxi, Qiao, Siyuan, Zhang, Ya, Zhang, Wenjun, Tian, Qi, and Yuille, Alan

   In Proceedings of the IEEE International Conference on Computer Vision 2017

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4. ICCV

   Scalenet: Guiding object proposal generation in supermarkets and beyond

   Qiao, Siyuan, Shen, Wei, Qiu, Weichao, Liu, Chenxi, and Yuille, Alan

   In Proceedings of the IEEE International Conference on Computer Vision 2017

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2015

1. CGI Best Paper

   Structure-aware QR code abstraction

   Qiao, Siyuan, Fang, Xiaoxin, Sheng, Bin, Wu, Wen, and Wu, Enhua

   The Visual Computer 2015