Publications

(2020). Whole-Body Human Pose Estimation in the Wild. European Conference on Computer Vision (ECCV) arXiv preprint arXiv:2007.11858.

(2020). Towards Photo-Realistic Virtual Try-On by Adaptively Generating-Preserving Image Content. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

(2020). Segmenting Transparent Objects in the Wild. European Conference on Computer Vision (ECCV) arXiv preprint arXiv:2003.13948.

(2020). Polarmask: Single shot instance segmentation with polar representation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

(2020). Online Knowledge Distillation via Collaborative Learning. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

(2020). Maskgan: Towards diverse and interactive facial image manipulation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

(2020). Learning depth-guided convolutions for monocular 3d object detection. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPR).

(2020). Learning a Reinforced Agent for Flexible Exposure Bracketing Selection. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

(2020). How Does BN Increase Collapsed Neural Network Filters?. arXiv preprint arXiv:2001.11216.

(2020). Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation. European Conference on Computer Vision (ECCV) arXiv preprint arXiv:2003.13659.

(2020). Exemplar Normalization for Learning Deep Representation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

(2020). Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow.. AAAI Conference on Artificial Intelligence (AAAI).

(2020). Domain-Adaptive Few-Shot Learning. arXiv preprint arXiv:2003.08626.

(2020). Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation. European Conference on Computer Vision (ECCV) arXiv preprint arXiv:2007.11864.

(2020). Convolution-Weight-Distribution Assumption: Rethinking the Criteria of Channel Pruning. arXiv preprint arXiv:2004.11627.

(2020). Channel equilibrium networks for learning deep representation. International Conference on Machine Learning (ICML) arXiv preprint arXiv:2003.00214.

(2020). AdaX: Adaptive Gradient Descent with Exponential Long Term Memory. arXiv preprint arXiv:2004.09740.

(2020). 3D Human Mesh Regression with Dense Correspondence. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

(2019). Switchable Normalization for Learning-to-Normalize Deep Representation. IEEE transactions on pattern analysis and machine intelligence (TPAMI).

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(2019). CamNet: Coarse-to-Fine Retrieval for Camera Re-Localization. International Conference in Computer Vision (ICCV).

(2019). Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid. International Conference in Computer Vision (ICCV).

(2019). Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks. International Conference in Computer Vision (ICCV).

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(2019). Deep Self-Learning From Noisy Labels. International Conference in Computer Vision (ICCV).

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(2019). Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once. International Conference in Computer Vision (ICCV).

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(2019). Vision-Infused Deep Audio Inpainting. International Conference in Computer Vision (ICCV).

(2019). Switchable Whitening for Deep Representation Learning. International Conference in Computer Vision (ICCV).

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

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

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(2019). Human Centric Visual Analysis with Deep Learning. Springer; 1st ed. 2019 edition.

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(2019). Do Normalization Layers in a Deep ConvNet Really Need to Be Distinct?. arXiv preprint arXiv:1811.07727.

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(2019). Differentiable learning-to-normalize via switchable normalization. International Conference on Learning Representation (ICLR).

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(2019). DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images. Computer Vision and Pattern Recognition (CVPR).

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

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(2018). Temporal Sequence Distillation: Towards Few-Frame Action Recognition in Videos. ACM MM.

(2018). Talking Face Generation by Adversarially Disentangled Audio-Visual Representation. AAAI Conference on Artificial Intelligence (AAAI), Oral.

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(2018). Spatial as deep: Spatial cnn for traffic scene understanding. Thirty-Second AAAI Conference on Artificial Intelligence (AAAI).

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(2018). Scheduling Large-scale Distributed Training via Reinforcement Learning. 2018 IEEE International Conference on Big Data (Big Data).

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(2018). SCAN: Self-and-Collaborative Attention Network for Video Person Re-identification. IEEE Transaction on Image Processing (TIP), 2019.

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

(2018). Kalman Normalization: Normalizing Internal Representations Across Network Layers. Advances in Neural Information Processing Systems (NeurlPS).

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(2018). From facial expression recognition to interpersonal relation prediction. International Journal of Computer Vision.

(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).

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(2018). FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis. arXiv preprint arXiv:1812.01288.

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

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(2018). CUImage: A Neverending Learning Platform on a Convolutional Knowledge Graph of Billion Web Images. 2018 IEEE International Conference on Big Data (Big Data).

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(2018). Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches. arXiv preprint arXiv:1802.03133.

(2017). Video object segmentation with re-identification. arXiv preprint arXiv:1708.00197.

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

(2017). Unconstrained fashion landmark detection via hierarchical recurrent transformer networks. Proceedings of the 2017 ACM on Multimedia Conference.

(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).

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(2017). 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).

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

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(2017). DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence.

(2017). Deep Learning Face Attributes for Detection and Alignment. Visual Attributes.

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

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(2016). 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). Learning Compositional Shape Models of Multiple Distance Metrics by Information Projection.. IEEE Trans. Neural Netw. Learning Syst. (TNNLS).

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(2016). Joint face representation adaptation and clustering in videos. European conference on computer vision.

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

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(2016). Face Model Compression by Distilling Knowledge from Neurons. AAAI Conference on Artificial Intelligence (AAAI).

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

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(2016). Clothes Co-Parsing via Joint Image Segmentation and Labeling with Application to Clothing Retrieval. IEEE Transactions on Multimedia.

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

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(2015). Pedestrian detection aided by deep learning semantic tasks. CVPR.

(2015). Learning to recognize pedestrian attribute. arXiv preprint arXiv:1501.00901.

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(2015). 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). Deepid-net: Deformable deep convolutional neural networks for object detection. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.

(2015). Deep Representation Learning with Target Coding.. AAAI.

(2015). Deep Learning Strong Parts for Pedestrian Detection. ICCV.

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

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

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

(2014). Recover canonical-view faces in the wild with deep neural networks. arXiv preprint arXiv:1404.3543.

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

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(2014). Multi-view perceptron: a deep model for learning face identity and view representations. Advances in Neural Information Processing Systems.

(2014). Learning and Transferring Multi-task Deep Representation for Face Alignment.

(2014). Facial landmark detection by deep multi-task learning. European Conference on Computer Vision.

(2014). Deepid-net: multi-stage and deformable deep convolutional neural networks for object detection. arXiv preprint arXiv:1409.3505.

(2014). Deep learning multi-view representation for face recognition. arXiv preprint arXiv:1406.6947.

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

(2013). 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).

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(2012). Representing and recognizing objects with massive local image patches. Pattern Recognition.

(2012). 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).

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

(2010). Learning shape detector by quantizing curve segments with multiple distance metrics. European Conference on Computer Vision.

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

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