Publications

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. Differentiable Dynamic Normalization for Learning Deep Representation. Proceedings of the 36th International Conference on Machine Learning (ICML), PMLR 97:4203-4211, 2019.

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. Towards Understanding Regularization in Batch Normalization. International Conference on Learning Representation (ICLR), 2019.

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. Two at once: Enhancing learning and generalization capacities via ibn-net. Proceedings of the European Conference on Computer Vision (ECCV), 2018.

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. Mix-and-match tuning for self-supervised semantic segmentation. Thirty-Second AAAI Conference on Artificial Intelligence, 2018.

. Faceness-net: Face detection through deep facial part responses. IEEE transactions on pattern analysis and machine intelligence, 2018.

. FaceID-GAN: Learning a Symmetry Three-Player GAN for Identity-Preserving Face Synthesis. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.

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. Deep learning markov random field for semantic segmentation. IEEE transactions on pattern analysis and machine intelligence (PAMI), 2018.

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. Video Classification via Relational Feature Encoding Networks. Proceedings of the Workshop on Large-Scale Video Classification Challenge, 2017.

. Not all pixels are equal: Difficulty-aware semantic segmentation via deep layer cascade. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

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. Learning object interactions and descriptions for semantic image segmentation. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017.

. Learning deep architectures via generalized whitened neural networks. International Conference on Machine Learning (ICML), 2017.

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. EigenNet: Towards Fast and Structural Learning of Deep Neural Networks. International Joint Conference on Artificial Intelligence (IJCAI), 2017.

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. Deep Dual Learning for Semantic Image Segmentation. International Conference on Computer Vision (ICCV), 2017.

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. Wider face: A face detection benchmark. Proceedings of the IEEE conference on computer vision and pattern recognition, 2016.

. Learning deep representation for face alignment with auxiliary attributes. IEEE transactions on pattern analysis and machine intelligence, 2016.

. Fashion Landmark Detection in the Wild. European Conference on Computer Vision (ECCV), 2016.

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. Deepfashion: Powering robust clothes recognition and retrieval with rich annotations. Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), 2016.

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. Semantic image segmentation via deep parsing network. Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2015.

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. Learning social relation traits from face images. Proceedings of the IEEE International Conference on Computer Vision, 2015.

. From facial parts responses to face detection: A deep learning approach. Proceedings of the IEEE International Conference on Computer Vision, 2015.

. Deep Learning Face Attributes in the Wild. IEEE International Conference on Computer Vision (ICCV), 2015.

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. A large-scale car dataset for fine-grained categorization and verification. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015.

. Switchable deep network for pedestrian detection. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014.

. Pedestrian attribute recognition at far distance. Proceedings of the 22nd ACM international conference on Multimedia (MM), 2014.

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. Clothing Co-Parsing by Joint Image Segmentation and Labeling. IEEE Conference on Computer Vision and Pattern Recognition, 2014.

. Pedestrian parsing via deep decompositional network. Proceedings of the IEEE international conference on computer vision, 2013.

. Deep learning identity-preserving face space. Proceedings of the IEEE International Conference on Computer Vision, 2013.

. A deep sum-product architecture for robust facial attributes analysis. Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2013.

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. Joint semantic segmentation by searching for compatible-competitive references. Proceedings of the 20th ACM international conference on Multimedia, 2012.

. Hierarchical face parsing via deep learning. 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.

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. Semantics-driven portrait cartoon stylization. Image Processing (ICIP), 2010 17th IEEE International Conference on, 2010.

. A Discriminative Model for Object Representation and Detection via Sparse Features. Pattern Recognition (ICPR), 2010 20th International Conference on, 2010.

. Hierarchical 3D perception from a single image. Image Processing (ICIP), 2009 16th IEEE International Conference on, 2009.