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Publications for Wanli

2021 Chen, Z., Ouyang, W., , T., Tao, D. (2021). A Shape , Y., Wang, Q., , J., Hu, L., Ouyang, W. (2021). The Transformation-based Dataset Augmentation Framework for theoretical research of generative adversarial networks: Pedestrian Detection. International Journal of Computer overview. Neurocomputing, 435, 26-41. [More href="http://dx.doi.org/10.1007/s11263-020-01412-0">[More Information] Information] , J., Chen, K., Li, Q., , Z., Feng, H., Shi, J., Ouyang, W., , G., Zhang, X., Ouyang, W., Chen, L., Gao, Z., Xu, D. , D. (2021). Towards Balanced Learning for Instance (2021). An End-to-End Learning Framework for Video Recognition. International Journal of Computer Vision, 129(5), Compression. IEEE Transactions on Pattern Analysis and 1376-1393. [More Information] href="http://dx.doi.org/10.1109/TPAMI.2020.2988453">[More Information] 2020 Zhang, Z., Xu, D., Ouyang, W., Zhou, L. (2021). Dense Video Gu, J., Wang, Z., Ouyang, W., Zhang, W., Li, J., , L. Captioning using Graph-based Sentence Summarization. IEEE (2020). 3D hand pose estimation with disentangled cross-modal Transactions on Multimedia, 18, 1807. [More Computer Vision (WACV 2020), Piscataway: Institute of Information] Electrical and Electronics Engineers (IEEE). [ Su, R., Xu, D., Zhou, L., Ouyang, W. (2021). Improving More Information] Weakly Supervised Temporal Action Localization by Exploiting Multi-Resolution Information in Temporal Domain. Zeng, W., Ouyang, W., Luo, P., Liu, W., Wang, X. (2020). 3D IEEE Transactions on Image Processing, 30, 6659-6672. [More IEEE/CVF Conference on Computer Vision and Pattern Information] Recognition (CVPR 2020), Seattle: Institute of Electrical and Electronics Engineers (IEEE). [Mo Compression Using Progressive Channel Pruning. IEEE re Information] Transactions on Circuits and Systems for Video Technology, 31(3), 1114-1124. , S., Ouyang, W., href="http://dx.doi.org/10.1109/TCSVT.2020.2996231">[More Zhou, L. (2020). BriNet: Towards Bridging the Intra-class and Information] Inter-class Gaps in One-Shot Segmentation. 31st British Machine Vision Virtual Conference (BMVC 2020), Manchester: , L., Huang, Y., Ouyang, W., Wang, L. (2021). Modeling The British Machine Vision Association. Sub-Actions for Weakly Supervised Temporal Action Localization. IEEE Transactions on Image Processing, 30, Guo, J., Ouyang, W., Xu, D. (2020). Channel Pruning Guided 5154-5167. [More Fourth AAAI Conference on Artificial Intelligence (AAAI-20), Information] Palo Alto: AAAI Press. [More Su, R., Xu, D., , L., Ouyang, W. (2021). PCG-TAL: Information] Progressive Cross-Granularity Cooperation for Temporal Action Localization. IEEE Transactions on Image Processing, Zhou, D., Zhou, X., Zhang, H., Yi, S., Ouyang, W. (2020). 30, 2103-2113. [More Detection. 16th European Conference on Computer Vision Information] (ECCV 2020), Cham: Springer. [More Su, R., Xu, D., Zhou, L., Ouyang, W. (2021). Progressive Cross- Information] stream Cooperation in Spatial and Temporal Domain for Action Localization [In Press]. IEEE Transactions on Pattern Analysis Liang, F., Lin, C., Guo, R., Sun, M., , W., , J., Ouyang, and Machine Intelligence. [More International Conference on Learning Representations (ICLR Information] 2020), Virtual, Formerly Addis Ababa: International Conference on Representation Learning (ICLR). Zhang, W., Xu, D., Zhang, J., Ouyang, W. (2021). Progressive Modality Cooperation for Multi-Modality Domain Adaptation. Lu, G., Cai, C., Zhang, X., Chen, L., Ouyang, W., Xu, D., Gao, IEEE Transactions on Image Processing, 30, 3293-3306. [More Deep Video Compression. 16th European Conference on Information] Computer Vision (ECCV 2020), Cham: Springer. [More Zhang, W., Xu, D., Ouyang, W., Li, W. (2021). Self-Paced Information] Collaborative and Adversarial Network for Unsupervised Domain Adaptation. IEEE Transactions on Pattern Analysis , Q., Ouyang, W., Liu, B., Zhu, F., , N. (2020). DASOT: and Machine Intelligence, 43(6), 2047-2061. [More Object Tracking for Online Multi-Object Tracking. The Thirty- Information] Fourth AAAI Conference on Artificial Intelligence (AAAI-20), Palo Alto: AAAI Press. [More Improving Deep Video Compression by�Resolution- Information] Adaptive Flow Coding. 16th European Conference on Computer Vision (ECCV 2020), Cham: Springer. [More Pietikainen, M. (2020). Deep learning for generic object Information] detection: A survey. International Journal of Computer Vision, 128(2), 261-318. , K., Huang, Y., Ouyang, W., Wang, L. (2020). Improving 019-01247-4">[More Information] Description-Based Person Re-Identification by Multi- Granularity Image-Text Alignments. IEEE Transactions on Lu, G., Zhang, X., Ouyang, W., Xu, D., Chen, L., Gao, Z. Image Processing, 29, 5542-5556. [More Compression Artifact Reduction. IEEE Transactions on Image Information] Processing, 29, 1725-1737. [More Li, X., Lin, C., Li, C., Sun, M., Wu, W., Yan, J., Ouyang, W. Information] (2020). Improving One-shot NAS by Suppressing the Posterior Fading. 2020 IEEE/CVF Conference on Computer Vision and , S., Liu, W., , E., Wang, W., Qian, C., Ouyang, W., Luo, Pattern Recognition (CVPR 2020), Seattle: Institute of P. (2020). Differentiable Hierarchical Graph Grouping for Electrical and Electronics Engineers (IEEE). [Mo Computer Vision (ECCV 2020), Cham: Springer. href="http://dx.doi.org/10.1007/978-3-030-58571-6_42">[More Information] Hu, Z., Chung, V., Ouyang, W., Chen, X., Chen, Z. (2020). Light field reconstruction using hierarchical features fusion. Liu, Z., Zhang, H., Chen, Z., Wang, Z., Ouyang, W. (2020). Expert Systems with Applications, 151, 1-11. [More Based Action Recognition. 2020 IEEE/CVF Conference on Information] Computer Vision and Pattern Recognition (CVPR 2020), Seattle: Institute of Electrical and Electronics Engineers (IEEE). Guo, J., Ouyang, W., Xu, D. (2020). Multi-Dimensional [Mo IEEE/CVF Conference on Computer Vision and Pattern re Information] Recognition (CVPR 2020), Seattle: Institute of Electrical and Electronics Engineers (IEEE). [Mo Ouyang, W. (2020). EcoNAS: Finding Proxies for Economical re Information] Neural Architecture Search. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020), Pan, Y., Xue, J., Zhang, P., Ouyang, W., , J., Chen, X. Seattle: Institute of Electrical and Electronics Engineers (IEEE). (2020). Navigation Command Matching for Vision-based [Mo Robotics and Automation (ICRA 2020), Paris: Institute of re Information] Electrical and Electronics Engineers (IEEE). [M Liu, L., Pietikainen, M., Qin, J., Ouyang, W., Van Gool, L. ore Information] (2020). Efficient Visual Recognition. International Journal of Computer Vision, 128, 1997-2001. [More Level Graph Convolutional Network for Skeleton-Based Action Information] Recognition. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), Palo Alto: AAAI Press. [More (2020). Equalization Loss for Long-Tailed Object Recognition. Information] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle: Institute of Electrical and Chen, D., Zhang, S., Ouyang, W., , J., Tai, Y. (2020). Electronics Engineers (IEEE). [Mo Two-Stream CNN Model. IEEE Transactions on Image re Information] Processing, 29, 4669-4682. [More Chen, D., Zhang, S., Ouyang, W., Yang, J., Schiele, B. (2020). Information] Hierarchical Online Instance Matching for Person Search. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI- Huang, L., Huang, Y., Ouyang, W., Wang, L. (2020). 20), Palo Alto: AAAI Press. [More Temporal Action Localization. The Thirty-Fourth AAAI Information] Conference on Artificial Intelligence (AAAI-20), Palo Alto: AAAI Press. [More Image Captioning with End-to-End Attribute Detection and Information] Subsequent Attributes Prediction. IEEE Transactions on Image Processing, 29, 4013-4026. [More (2020). Rethinking Pseudo-LiDAR Representation. 16th Information] European Conference on Computer Vision (ECCV 2020), Cham: Springer. [More Information] (2020). Improving Auto-Augment via Augmentation-Wise Weight Sharing. 34th Conference on Neural Information Zhang, Z., Xu, D., Ouyang, W., Chan, C. (2020). Show, Tell Processing Systems (NeurIPS 2020), San Diego: Neural and Summarize: Dense Video Captioning Using Visual Cue Information Processing Systems (NIPS). Aided Sentence Summarization. IEEE Transactions on Circuits and Systems for Video Technology, 30(9), 3130-3139. [More DVC: An End-to-end Deep Video Compression Framework. Information] 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2019), Piscataway: Institute of Electrical Jin, S., Xu, L., Xu, J., Wang, C., Liu, W., Qian, C., Ouyang, and Electronics Engineers (IEEE). [More Wild. 16th European Conference on Computer Vision (ECCV Information] 2020), Cham: Springer. [More Information] Li, H., Dai, B., Shi, S., Ouyang, W., Wang, X. (2019). Feature Intertwiner for Object Detection. 7th International Conference 2019 on Learning Representations (ICLR 2019), New Orleans: International Conference on Learning Representations. Li, Y., Miao, Q., , X., Ma, Z., Ouyang, W. (2019). A spatiotemporal attention-based ResC3D model for large-scale Li, P., Chen, B., Ouyang, W., Wang, D., Yang, X., Lu, H. gesture recognition. Machine Vision And Applications, 30(5), (2019). GradNet: Gradient-Guided Network for Visual Object 875-888. [More Information] Vision (ICCV 2019), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More (2019). Accurate Monocular Object Detection via Color- Information] Embedded 3D Reconstruction for Autonomous Driving. 2019 IEEE International Conference on Computer Vision (ICCV Li, B., Ouyang, W., Sheng, L., Zeng, X., Wang, X. (2019). 2019), Piscataway: Institute of Electrical and Electronics GS3D: An Efficient 3D Object Detection Framework for Engineers (IEEE). [More Computer Vision and Pattern Recognition (CVPR 2019), Information] Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More W. (2019). AM-LFS: AutoML for Loss Function Search. 2019 Information] IEEE International Conference on Computer Vision (ICCV 2019), Piscataway: Institute of Electrical and Electronics Huang, L., Huang, Y., Ouyang, W., Wang, L. (2019). Engineers (IEEE). [More Action Recognition. 10th International Conference on Image Information] and Graphics (ICIG 2019), Cham: Springer. [More Song, C., Huang, Y., Ouyang, W., Wang, L. (2019). Box-driven Information] Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation. 2019 IEEE/CVF Hu, Z., Chung, Y., Zandavi, S., Ouyang, W., He, X., Gao, Y. Conference on Computer Vision and Pattern Recognition (2019). High-Performance Light Field Reconstruction with (CVPR 2019), Piscataway: Institute of Electrical and Channel-wise and SAI-wise Attention. 26th International Electronics Engineers (IEEE). [More Cham: Springer International Publishing. href="http://dx.doi.org/10.1007/978-3-030-36802-9_14">[More Information] Liu, L., Qiu, Z., Li, G., Wang, Q., Ouyang, W., Lin, L. (2019). Contextualized Spatial-Temporal Network for Taxi Origin- Chen, K., Pang, J., Wang, J., Xiong, Y., Li, X., Sun, S., Feng, Destination Demand Prediction. IEEE Transactions on W., Liu, Z., Shi, J., Ouyang, W., et al (2019). Hybrid Task Intelligent Transportation Systems, 20(10), 3875-3887. [More Conference on Computer Vision and Pattern Recognition Information] (CVPR 2019), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Crowd Counting With Deep Structured Scale Integration Information] Network. 2019 IEEE International Conference on Computer Vision (ICCV 2019), Piscataway: Institute of Electrical and Li, Y., Xiao, N., Ouyang, W. (2019). Improved generative Electronics Engineers (IEEE). [More 323, 363-372. href="http://dx.doi.org/10.1016/j.neucom.2018.10.014">[More Information] Zhang, H., Cao, J., Lu, G., Ouyang, W., Sun, Z. (2019). DaNet: Decompose-and-aggregate network for 3D human shape and Su, R., Ouyang, W., Zhou, L., Xu, D. (2019). Improving Action pose estimation. 27th ACM International Conference on Localization by Progressive Cross-stream Cooperation. 2019 Multimedia (MM'19), New York: Association for Computing IEEE/CVF Conference on Computer Vision and Pattern Machinery (ACM). [More and Electronics Engineers (IEEE). href="http://dx.doi.org/10.1109/CVPR.2019.01229">[More Information] Zhou, H., Ouyang, W., , J., Wang, X., Li, H. (2019). Deep Continuous Conditional Random Fields with Asymmetric Yao, Z., Zhang, B., Wang, Z., Ouyang, W., Xu, D., Feng, D. Inter-object Constraints for Online Multi-object Tracking. IEEE (2019). IntersectGan: Learning domain intersection for Transactions on Circuits and Systems for Video Technology, generating images with multiple attributes. 27th ACM 29(4), 1011-1022. [More Association for Computing Machinery (ACM). href="http://dx.doi.org/10.1145/3343031.3350908">[More Information] Piscataway: Institute of Electrical and Electronics Engineers Li, Y., Miao, Q., Ouyang, W., Ma, Z., Fang, H., Dong, C., (IEEE). [More for Image Dehazing. 2019 IEEE International Conference on Information] Computer Vision (ICCV 2019), Piscataway: Institute of Duan, H., Lin, K., Jin, S., Liu, W., Qian, C., Ouyang, W. Electrical and Electronics Engineers (IEEE). [More Understanding 2D Human Body. 2019 IEEE International Information] Conference on Computer Vision (ICCV 2019), Piscataway: Pang, J., Chen, K., Shi, J., Feng, H., Ouyang, W., Lin, D. Institute of Electrical and Electronics Engineers (IEEE). [More Detection. 2019 IEEE/CVF Conference on Computer Vision Information] and Pattern Recognition (CVPR 2019), Piscataway: Institute of Sheng, L., Xu, D., Ouyang, W., Wang, X. (2019). Unsupervised Electrical and Electronics Engineers (IEEE). [More Odometry Towards Monocular Deep SLAM. 2019 IEEE Information] International Conference on Computer Vision (ICCV 2019), Xu, D., Ricci, E., Ouyang, W., Wang, X., Sebe, N. (2019). Piscataway: Institute of Electrical and Electronics Engineers Monocular Depth Estimation using Multi-Scale Continuous (IEEE). [More Pattern Analysis and Machine Intelligence, 41(6), 1426-1440. Information] [More In Network with Map Attention Decision for Region Proposal Information] and Object Detection. International Journal of Computer Jin, S., Liu, W., Ouyang, W., Qian, C. (2019). Multi-person Vision, 127(3), 225-238. [More 2019 IEEE/CVF Conference on Computer Vision and Pattern Information] Recognition (CVPR 2019), Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More Yang, W., Ouyang, W., Wang, X., Ren, J., Li, H., Wang, X. Information] (2018). 3D Human Pose Estimation in the Wild by Adversarial Lin, C., Guo, M., Li, C., Yuan, X., Wu, W., Yan, J., Lin, D., Learning. IEEE Conference on Computer Vision and Pattern Ouyang, W. (2019). Online Hyper-parameter Learning for Auto- Recognition (CVPR 2018), Salt Lake City, Utah: Institute of Augmentation Strategy. 2019 IEEE International Conference Electrical and Electronics Engineers (IEEE). [More Electrical and Electronics Engineers (IEEE). href="http://dx.doi.org/10.1109/ICCV.2019.00668">[More Xu, J., Zhao, R., Zhu, F., Wang, H., Ouyang, W. (2018). Information] Attention-Aware Compositional Network for Person Re- Huang, L., Huang, Y., Ouyang, W., Wang, L. (2019). Part- identification. IEEE Conference on Computer Vision and aligned pose-guided recurrent network for action recognition. Pattern Recognition (CVPR 2018), Salt Lake City, Utah: Pattern Recognition, 92, 165-176. [More href="http://dx.doi.org/10.1109/CVPR.2018.00226">[More Information] Information] Shi, Y., Qin, J., Wei, P., Ouyang, W., Lin, L. (2019). Perceptual Zhang, W., Ouyang, W., Li, W., Xu, D. (2018). Collaborative Image Enhancement by Relativistic Discriminant Learning with and Adversarial Network for Unsupervised domain adaptation. Cross-Scale Aggregated Representation. IEEE Access, 7, 39660- IEEE Conference on Computer Vision and Pattern Recognition 39669. [Mor Electronics Engineers (IEEE). href="http://dx.doi.org/10.1109/CVPR.2018.00400">[More Information] Zhang, C., Li, W., Ouyang, W., Wang, Q., Kim, W., Hong, S. (2019). Referring expression comprehension with semantic Zeng, X., Ouyang, W., Yan, J., Li, H., Xiao, T., Wang, K., Liu, visual relationship and word mapping. 27th ACM International Y., Zhou, Y., Yang, B., Wang, Z., et al (2018). Crafting GBD- Conference on Multimedia (MM'19), New York: Association Net for Object Detection. IEEE Transactions on Pattern for Computing Machinery (ACM). [More href="http://dx.doi.org/10.1109/TPAMI.2017.2745563">[More Information] Information] Zhang, P., Ouyang, W., Zhang, P., Xue, J., Zheng, N. (2019). Liu, L., Wang, H., Li, G., Ouyang, W., Lin, L. (2018). Crowd SR-LSTM: State Refinement for LSTM towards Pedestrian Counting using Deep Recurrent Spatial-Aware Network. 27th Trajectory Prediction. 2019 IEEE/CVF Conference on International Joint Conference on Artificial Intelligence (IJCAI Computer Vision and Pattern Recognition (CVPR 2019), 2018), Stockholm: International Joint Conferences on Artificial Piscataway: Institute of Electrical and Electronics Engineers Intelligence. [More href="http://dx.doi.org/10.1109/CVPR.2019.01236">[More Information] Information] Lu, G., Ouyang, W., Xu, D., Zhang, X., Gao, Z., Sun, M. Xu, Y., Xu, D., Hong, X., Ouyang, W., , R., Xu, M., Zhao, G. (2018). Deep kalman filtering network for video compression (2019). Structured Modeling of Joint Deep Feature and artifact reduction. The 15th European Conference on Computer Prediction Refinement for Salient Object Detection. 2019 IEEE Vision (ECCV 2018), Cham: Springer. [More Information] Simultaneous Depth Estimation and Scene Parsing. IEEE Conference on Computer Vision and Pattern Recognition Wang, D., Ouyang, W., Li, W., Xu, D. (2018). Dividing and (CVPR 2018), Salt Lake City, Utah: Institute of Electrical and aggregating network for multi-view action recognition. 15th Electronics Engineers (IEEE). [More Springer. [More Information] Chen, D., Zhang, S., Ouyang, W., Yang, J., Tai, Y. (2018). Wu, Y., Lin, Y., Dong, X., Yan, Y., Ouyang, W., Yang, Y. Person search via a mask-guided two-stream CNN model. 15th (2018). Exploit the Unknown Gradually: One-Shot Video- European Conference on Computer Vision ECCV 2018), Cham: Based Person Re-Identification by Stepwise Learning. IEEE Springer. [More Information] (CVPR 2018), Salt Lake City, Utah: Institute of Electrical and Electronics Engineers (IEEE). [More Quantization mimic: Towards very tiny CNN for object Information] detection. 15 th European Conference on Computer Vision (ECCV 2018), Cham: Springer. [More (2018). Factorizable Net: An Efficient Subgraph-Based Information] Framework for Scene Graph Generation. 15th European Conference on Computer Vision ECCV 2018, Cham: Springer. Dong, X., Yan, Y., Ouyang, W., Yang, Y. (2018). Style [More Information] Conference on Computer Vision and Pattern Recognition (CVPR 2018), Salt Lake City, Utah: Institute of Electrical and Ouyang, W., Zhao, T., Cham, W., Wei, L. (2018). Fast Full- Electronics Engineers (IEEE). [More Wavelet Packets. IEEE Transactions on Circuits and Systems Information] for Video Technology, 28(4), 819-833. [More Li, Y., Duan, N., Zhou, B., Chu, X., Ouyang, W., Wang, X., Information] Zhou, M. (2018). Visual Question Generation as Dual Task of Visual Question Answering. IEEE Conference on Computer Sun, S., Pang, J., Shi, J., Yi, S., Ouyang, W. (2018). FishNet: A Vision and Pattern Recognition (CVPR 2018), Salt Lake City, Versatile Backbone for Image, Region, and Pixel Level Utah: Institute of Electrical and Electronics Engineers (IEEE). Prediction. 32nd Conference on Neural Information Processing [More Systems (NIPS 2018), Montreal: Neural Information Processing Information] Systems Foundation, Inc. Li, Y., Xiao, N., Ouyang, W. (2018). Improved Boundary 2017 Equilibrium Generative Adversarial Networks. IEEE Access, 6, Ouyang, W., Wang, K., Zhu, X., Wang, X. (2017). Chained 11342-11348. [Mor Conference on Computer Vision (ICCV 2017), Piscataway: e Information] Institute of Electrical and Electronics Engineers (IEEE). [More Jointly learning deep features, deformable parts, occlusion and Information] classification for pedestrian detection. IEEE Transactions on Ouyang, W., Zeng, X., Wang, X., Qiu, S., Luo, P., Tian, Y., Li, Pattern Analysis and Machine Intelligence, 40(8), 1874-1887. H., Yang, S., Wang, Z., Li, H., et al (2017). DeepID-Net: [More Neural Networks. IEEE Transactions on Pattern Analysis and Information] Machine Intelligence, 39(7), 1320-1334. [More guided Contrastive Attention Model for Person Re- Information] Identification. IEEE Conference on Computer Vision and Xu, D., Ouyang, W., Ricci, E., Wang, X., Sebe, N. (2017). Pattern Recognition (CVPR 2018), Salt Lake City, Utah: Learning Cross-Modal Deep Representations for Robust Institute of Electrical and Electronics Engineers (IEEE). [More Vision and Pattern Recognition (CVPR 2017), Honolulu: Information] Institute of Electrical and Electronics Engineers (IEEE). [More Network Encapsulation. 15th European Conference on Information] Computer Vision ECCV2018), Cham: Springer. [More Sebe, N. (2017). Learning Deep Structured Multi-Scale Information] Features using Attention-Gated CRFs for Contour Prediction. Sun, S., Kuang, Z., Sheng, L., Ouyang, W., Zhang, W. (2018). 31st Conference on Neural Information Processing Systems Optical Flow Guided Feature: A Fast and Robust Motion (NIPS 2017), USA: Neural Information Processing Systems Representation for Video Action Recognition. IEEE Conference Foundation, Inc. on Computer Vision and Pattern Recognition (CVPR 2018), Yang, W., Li, S., Ouyang, W., Li, H., Wang, X. (2017). Salt Lake City, Utah: Institute of Electrical and Electronics Learning Feature Pyramids for Human Pose Estimation. Engineers (IEEE). [More Piscataway: Institute of Electrical and Electronics Engineers Information] (IEEE). [More Multi-Tasks Guided Prediction-and-Distillation Network for Information] (CVPR 2017), Honolulu: Institute of Electrical and Electronics Zhu, F., Li, H., Ouyang, W., Yu, N., Wang, X. (2017). Learning Engineers (IEEE). [More label Image Classification. 30th IEEE Conference on Computer Information] Vision and Pattern Recognition (CVPR 2017), Honolulu: Institute of Electrical and Electronics Engineers (IEEE). [More Chu, X., Ouyang, W., Li, H., Wang, X. (2016). CRF-CNN: Information] Modeling Structured Information in Human Pose Estimation. Chu, X., Yang, W., Ouyang, W., Ma, C., Yuille, A., Wang, X. Conference on Neural Information Processing Systems (NIPS (2017). Multi-Context Attention for Human Pose Estimation. 2016), USA: Neural Information Processing Systems (NIPS). 30th IEEE Conference on Computer Vision and Pattern Yang, W., Ouyang, W., Li, H., Wang, X. (2016). End-to-End Recognition (CVPR 2017), Honolulu: Institute of Electrical and Learning of Deformable Mixture of Parts and Deep Electronics Engineers (IEEE). [More 29th IEEE Conference on Computer Vision and Pattern Information] Recognition (CVPR 2016), Piscataway: Institute of Electrical Xu, D., Ricci, E., Ouyang, W., Wang, X., Sebe, N. (2017). and Electronics Engineers (IEEE). [More Monocular Depth Estimation. 30th IEEE Conference on Information] Computer Vision and Pattern Recognition (CVPR 2017), Ouyang, W., Wang, X., Zhang, C., Yang, X. (2016). Factors in Honolulu: Institute of Electrical and Electronics Engineers Finetuning Deep Model for Object Detection with Long-tail (IEEE). [More Pattern Recognition (CVPR 2016), Piscataway: Institute of Information] Electrical and Electronics Engineers (IEEE). [More X. (2017). Object Detection in Vidoes with Tubelet Proposal Information] Networks. 30th IEEE Conference on Computer Vision and Zeng, X., Ouyang, W., Yang, B., Yan, J., Wang, X. (2016). Pattern Recognition (CVPR 2017), Honolulu: Institute of Gated -directional CNN for Object Detection. In Bastian Electrical and Electronics Engineers (IEEE). [More Vision - ECCV 2016 Information] 14th European Conference, Amsterdam, The Netherlands, Chu, Q., Ouyang, W., Li, H., Wang, X., Liu, B., Yu, N. (2017). October 11-14, 2016, Proceedings, Part VII, (pp. 354-369). Online Multi-Object Tracking Using CNN-based Single Object Switzerland: Springer International Publishing. [More International Conference on Computer Vision (ICCV 2017), Information] Piscataway: Institute of Electrical and Electronics Engineers Wang, Z., Li, H., Ouyang, W., Wang, X. (2016). Learnable (IEEE). [More Networks. In Leibe, B., Matas, J., Sebe, N., Welling, M. (Eds.), Information] Computer Vision - ECCV 2016, 14th European Conference, Zhao, R., Ouyang, W., Wang, X. (2017). Person Re- Amsterdam, The Netherlands, October 11-14, 2016, Identification by Saliency Learning. IEEE Transactions on Proceedings, Part I, (pp. 246-262). Switzerland: Springer Pattern Analysis and Machine Intelligence, 39(2), 356-370. [More href="http://dx.doi.org/10.1007/978-3-319-46448-0_15">[More Information] Information] Liu, Y., Yan, J., Ouyang, W. (2017). Quality Aware Network Xiao, T., Li, H., Ouyang, W., Wang, X. (2016). Learning Deep for Set to Set Recognition. 30th IEEE Conference on Computer Feature Representations with Domain Guided Dropout for Vision and Pattern Recognition (CVPR 2017), Honolulu: Person Re-identification. 29th IEEE Conference on Computer Institute of Electrical and Electronics Engineers (IEEE). [More Institute of Electrical and Electronics Engineers (IEEE). href="http://dx.doi.org/10.1109/CVPR.2016.140">[More Information] Li, Y., Ouyang, W., Zhou, B., Wang, K., Wang, X. (2017). Scene Graph Generation from Objects, Phrases and Region Ouyang, W., Zeng, X., Wang, X. (2016). Learning Mutual Captions. International Conference on Computer Vision (ICCV Visibility Relationship for Pedestrian Detection with a Deep 2017), Piscataway: Institute of Electrical and Electronics Model. International Journal of Computer Vision, 120(1), 14- Engineers (IEEE). [More 9">[More Information] Information] Li, H., Ouyang, W., Wang, X. (2016). Multi-Bias Non-linear , K., Li, H., Yan, J., Zeng, X., Yang, B., Xiao, T., Zhang, Activation in Deep Neural Networks. International Conference C., Wang, Z., Wang, R., Wang, X., et al (2017). T- on Machine Learning (ICML) 2016, USA: Proceedings of CNN:Tubelets with Convolutional Neural Networks for Object Machine Learning Research. Detection from Videos. IEEE Transactions on Circuits and Kang, K., Ouyang, W., Li, H., Wang, X. (2016). Object Systems for Video Technology, 28(10), 2896-2907. [More Networks. 29th IEEE Conference on Computer Vision and Information] Pattern Recognition (CVPR 2016), Piscataway: Institute of Li, Y., Ouyang, W., Wang, X., Tang, X. (2017). ViP-CNN: Electrical and Electronics Engineers (IEEE). [More IEEE Conference on Computer Vision and Pattern Recognition Information] Ouyang, W., Zeng, X., Wang, X. (2015). Single-pedestrian Kang, K., Ouyang, W., Li, H., Wang, X. (2016). Object detection aided by two-pedestrian detection. IEEE Transactions detection from video tubelets with Convolutional Neural on Pattern Analysis and Machine Intelligence, 37(9), 1875- Networks. 29th IEEE Conference on Computer Vision and 1889. [More Electrical and Electronics Engineers (IEEE). href="http://dx.doi.org/10.1109/CVPR.2016.95">[More Wang, L., Ouyang, W., Wang, X., Lu, H. (2015). Visual Information] Tracking with Fully Convolutional Networks. 15th IEEE Ouyang, W., Zeng, X., Wang, X. (2016). Partial Occlusion International Conference on Computer Vision (ICCV 2015), Handling in Pedestrian Detection With a Deep Model. IEEE Piscataway: Institute of Electrical and Electronics Engineers Transactions on Circuits and Systems for Video Technology, (IEEE). [More href="http://dx.doi.org/10.1109/TCSVT.2015.2501940">[More Information] Information] 2014 Wang, L., Ouyang, W., Wang, X., Lu, H. (2016). STCT: Sequentially training convolutional networks for visual Zeng, X., Ouyang, W., Wang, M., Wang, X. (2014). Deep tracking. 29th IEEE Conference on Computer Vision and Learning of Scene-Specific Classifier for Pedestrian Detection. Pattern Recognition (CVPR 2016), Piscataway: Institute of 13th European Conference on Computer Vision (ECCV 2014), Electrical and Electronics Engineers (IEEE). [More 10578-9_31">[More Information] Information] Zhao, R., Ouyang, W., Wang, X. (2014). Learning Mid-level Chu, X., Ouyang, W., Li, H., Wang, X. (2016). Structured Filters for Person Re-identification. 27th IEEE Conference on Feature Learning for Pose Estimation. 29th IEEE Conference Computer Vision and Pattern Recognition (CVPR 2014), on Computer Vision and Pattern Recognition (CVPR 2016), Piscataway: Institute of Electrical and Electronics Engineers Piscataway: Institute of Electrical and Electronics Engineers (IEEE). [More href="http://dx.doi.org/10.1109/CVPR.2016.510">[More Information] Information] Ouyang, W., Chu, X., Wang, X. (2014). Multi-source Deep 2015 Learning for Human Pose Estimation. 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), Ouyang, W., Wang, X., Zeng, X., Qiu, S., Luo, P., Tian, Y., Li, Piscataway: Institute of Electrical and Electronics Engineers H., Yang, S., Wang, Z., Loy, C., et al (2015). DeepID-Net: (IEEE). [More Detection. 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