Publications

2020 :

• [1] Ran He, Jie Cao, Lingxiao Song, Zhenan Sun, Tieniu Tan. Adversarial Cross-spectral Face Completion for NIR-VIS Face Recognition. IEEE Trans. Pattern Analysis and Machine Intelligence, 2020, 42(5): 1025-1037.
• [2] Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun. Towards High Fidelity Face Frontalization in the Wild. International Journal of Computer Vision (IJCV), 2020, 128(5): 1485-1504.
• [3] Zhihang Li, Xu Tang, Xiang Wu, Jingtuo Liu, Ran He. Progressively Refined Face Detection Through Semantics Enriched Representation Learning. IEEE Transactions on Information Forensics and Security, 2020, 15(1):1394-1406.
• [4] Yibo Hu, Xiang Wu, Ran He. TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search. European Conference on Computer Vision (ECCV), 2020.
• [5] Jie Cao, Huaibo Huang, Yi Li, Ran He, Zhenan Sun. Informative Sample Mining Network for Multi-Domain Image-to-Image Translation. European Conference on Computer Vision (ECCV), 2020.
• [6] Peipei LI, Huaibo Huang, Yibo Hu, Xiang Wu, Ran He, Zhenan Sun. Hierarchical Face Aging through Disentangled Latent Characteristics. European Conference on Computer Vision (ECCV), 2020.
• [7] Jian Liang, Wang Yunbo, Dapeng Hu, Ran He, Jiashi Feng. A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation. European Conference on Computer Vision (ECCV), 2020.
• [8] Kaisiyuan Wang, Qianyi Wu, Linsen Song, Zhuoqian Yang, Wayne Wu, Chen Qian, Ran He, Yu Qiao, Chen Change Loy. MEAD: A Large-scale Audio-visual Dataset for Emotional Talking Face Generation. European Conference on Computer Vision (ECCV), 2020.
• [9] Hao Zhu, Huaibo Huang, Yi Li, Aihua Zheng, Ran He. Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning. In Proc. International Joint Conference on Artificial Intelligence, 2020.
• [10] Zhihang li, Teng Xi, Jiankang Deng, Gang zhang, Shengzhao Wen, Ran He*. GP-NAS: Gaussian Process based Neural Architecture Search. In Proc. IEEE Computer Vision and Pattern Recognition (CVPR), 2020.
• [11] Boyan Duan, Chaoyou Fu, Yi Li, Xingguang Song, Ran He*. Pose Agnostic Cross-spectral Hallucination via Disentangling Independent Factors. In Proc. IEEE Computer Vision and Pattern Recognition (CVPR), 2020.
• [12] Wentao Jiang, Si Liu, Chen Gao, Jie Cao, Ran He, Jiashi Feng, Shuicheng Yan. PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer. In Proc. IEEE Computer Vision and Pattern Recognition (CVPR), 2020.

2019 :

• [1] Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan. Wasserstein CNN: Learning Invariant Features for NIR- VIS Face Recognition. IEEE Trans. Pattern Analysis and Machine Intelligence, 2019, 41(7): 1761-1773.
• [2] Jian Liang, Ran He, Zhenan Sun, Tieniu Tan. Exploring Uncertainty in Pseudo-label Guided Unsupervised Domain Adaptation. Pattern Recognition, 2019, 96: 1-11.
• [3] Peipei Li, Yibo Hu, Ran He, Zhenan Sun. Global and Local Consistent Wavelet-domain Age Synthesis. IEEE Transactions on Information Forensics and Security, 2019, 14(11): 2943-2957.
• [4] Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan. Wavelet Domain Generative Adversarial Network for Multi-scale Face Hallucination. International Journal of Computer Vision(IJCV),2019, 127(6-7): 763-784.
• [5] Jie Cao, Yibo Hu, Bing Yu, Ran He, Zhenan Sun. 3D Aided Duet GANs for Multi-view Face Image Synthesis. IEEE Transactions on Information Forensics and Security, 2019, 14(8): 2028-2042.
• [6] Jian Liang, Ran He, Zhenan Sun, Tieniu Tan. Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019, 41(5): 1027-1042.
• [7] Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan. Learning a bi-level adversarial network with global and local perception for makeup-invariant face verification. Pattern Recognition, 2019, 90:99-108.
• [8] Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He. Dual Variational Generation for Low Shot Heterogeneous Face Recognition. In Proc. Conference on Neural Information Processing Systems (NIPS), 2019.
• [9] Shengju Qian, Kwan-Yee Lin, Wayne Wu, Yangxiaokang Liu, Quan Wang, Fumin Shen, Chen Qian, Ran He. Make a Face: Towards Arbitrary High Fidelity Face Manipulation. In International Conference in Computer Vision, 2019.
• [10] Peipei Li, Xiang Wu, Yibo Hu, Ran He, Zhenan Sun. M2FPA: A Multi-Yaw Multi-Pitch High-Quality Database and Benchmark for Facial Pose Analysis. In International Conference in Computer Vision, 2019.
• [11] Weikuo Guo, Huaibo Huang, Xiangwei Kong, Ran He. Learning Disentangled Representation for Cross-Modal Retrieval with Deep Mutual Information Estimation. In ACM International Conference on Multimedia, 2019.
• [12] Jian Liang, Ran He, Zhenan Sun, Tieniu Tan. Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation. In Proc. IEEE Computer Vision and Pattern Recognition, 2019.
• [13] Chaoyou Fu, Liangchen Song, Xiang Wu, Guoli Wang, Ran He. Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing. In Proc. International Joint Conference on Artificial Intelligence, 2019.
• [14] Qiaozhe Li, Xin Zhao, Ran He, Kaiqi Huang. Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation. In Proc. International Joint Conference on Artificial Intelligence, 2019.
• [15] Junchi Yu, Jie Cao, Yi Li, Xiaofei Jia, Ran He. Pose-preserving Cross Spectral Face Hallucination. In Proc. International Joint Conference on Artificial Intelligence, 2019.
• [16] Xiang Wu, Huaibo Huang, Vishal Patel, Ran He, Zhenan Sun. Disentangled Variational Representation for Heterogeneous Face Recognition. In Proc. AAAI Conference on Artificial Intelligence, 2019.
• [17] Linsen Song, Jie Cao, Lingxiao Song, Yibo Hu, Ran He. Geometry-Aware Face Completion and Editing. In Proc. AAAI Conference on Artificial Intelligence, 2019.
• [18] Qiaozhe Li, Xin Zhao, Ran He, Kaiqi Huang. Visual-semantic Graph Reasoning for Pedestrian Attribute Recognition. In Proc. AAAI Conference on Artificial Intelligence, 2019.

2018 :

• [1] Ran He, Tieniu Tan, Larry Davis, Zhenan Sun. Learning Structured Ordinal Measures for Video based Face Recognition, Elsevier Pattern Recognition, 2018, 75:4-14.
• [2] Xiang Wu, Ran He, Zhenan Sun, Tieniu Tan. A Light CNN for Deep Face Representation with Noisy Labels, IEEE Transactions on Information Forensics and Security, 2018, 13(11): 2884-2896.
• [3] Shu Zhang, Ran He, Zhenan Sun, Tieniu Tan.　DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification. IEEE Transactions on Information Forensics and Security, 2018,13(3): 637-647.
• [4] Dong Wang, Ran He, Liang Wang, Tieniu Tan. Robust Linear Representation via Exploiting Structure Prior. Pattern Recognition, 2018, 76: 560-568.
• [5] Huaibo Huang, Zhihang Li, Ran He, Zhenan Sun, Tieniu Tan. IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis. In Proc. Conference on Neural Information Processing Systems (NIPS), 2018.
• [6] Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun. Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization. In Proc. Conference on Neural Information Processing Systems (NIPS), 2018.
• [7] Lingxiao Song, Zhihe Lu, Ran He, Zhenan Sun, Tieniu Tan. Geometry Guided Adversarial Facial Expression Synthesis. In ACM International Conference on Multimedia, 2018.
• [8] Zhihe Lu, Tanhao Hu, Lingxiao Song, Zhao-xiang Zhang, Ran He. Conditional Expression Synthesis with Face Parsing Transformation. In ACM International Conference on Multimedia, 2018.
• [9] Yueying Kao, Weiming Li, Zairan Wang, Dongqing Zou, Ran He, Qiang Wang, Minsu Ahn, Sunghoon Hong. An Appearance-and-Structure Fusion Network for Object Viewpoint Estimation. In Proc. International Joint Conference on Artificial Intelligence, 2018.
• [10] Yibo Hu, Xiang Wu, Bing Yu, Ran He, Zhenan Sun. Pose-Guided Photorealistic Face Rotation. In Proc. IEEE Computer Vision and Pattern Recognition, 2018.
• [11] Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan. Anti-Makeup: Learning a Bi-Level Adversarial Network for Makeup-Invariant Face Verification. In AAAI Conference on Artificial Intelligence, 2018.
• [12] Xiang Wu, Lingxiao Song, Ran He, Tieniu Tan. Coupled Deep Learning for Heterogeneous Face Recognition. In Proc. AAAI Conference on Artificial Intelligence, 2018.
• [13] Lingxiao Song, Man Zhang, Xiang Wu, Ran He. Adversarial Discriminative Heterogeneous Face Recognition. In Proc. AAAI Conference on Artificial Intelligence, 2018.
• [14] Wei Wang, Hao Wang, Zhiyong Ran, Ran He. Information-Theoretic Domain Adaptation under Severe Noise Conditions. In Proc. AAAI Conference on Artificial Intelligence, 2018.

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