Selected Publications

• Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hosang, Bernt Schiele. Towards Reaching Human Performance in Pedestrian Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 40(4): 973-986,2018. (CCF-A类期刊)

• Shanshan Zhang, Di Chen, Jian Yang*, Bernt Schiele. Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identification. International Journal of Computer Vision (IJCV), 129(6):1875-1892, 2021. (CCF-A类期刊)

• Di Chen, Shanshan Zhang* , Jian Yang*, Bernt Schiele. Norm-Aware Embedding for Efficient Person Search and Tracking. International Journal of Computer Vision (IJCV), 129(9), 3154–3168, 2021. (CCF-A类期刊)

• Yunan Liu, Shanshan Zhang*, Jie Xu, Jian Yang and Yu-Wing Tai. An Accurate and Lightweight Method for Human Body Image Super-Resolution. IEEE Transactions on Image Processing (T-IP), 30(2): 2888 - 2897, 2021. (CCF-A类期刊)

• Di Chen, Shanshan Zhang* , Wanli Ouyang, Jian Yang*, Ying Tai. Person Search by Separated Modeling and A Mask-Guided Two-Stream CNN Model. IEEE Transactions on Image Processing (T-IP). 29(2): 4669-4682, 2020. (CCF-A类期刊)

• Gang Li, Xiang Li* , Yujie Wang, Yichao Wu, Ding Liang, Shanshan Zhang*. DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection. Annual Conference on Neural Information Processing Systems (NeurIPS), 2022. (CCF-A类会议)

• Yunan Liu, Shanshan Zhang*, Yang Li, Jian Yang. Learning to Adapt via Latent Domains for Adaptive Semantic Segmentation. Annual Conference on Neural Information Processing Systems (NeurIPS), 2021. (CCF-A类会议)

• Shenjian Gong, Shanshan Zhang*, Jian Yang, Dengxin Dai, Bernt Schiele. Bi-level Alignment for Cross-Domain Crowd Counting. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. (CCF-A类会议)

• Andreas Doering#, Di Chen#, Shanshan Zhang, Bernt Schiele, Jürgen Gall. PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. (CCF-A类会议)

• Di Chen, Shanshan Zhang* , Jian Yang*, Bernt Schiele. Norm-Aware Embedding for Efficient Person Search. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2020. (CCF-A类会议)

• Shanshan Zhang, Jian Yang, Bernt Schiele. Occluded Pedestrian Detection through Guide Attention in CNNs. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, 2018. (CCF-A类会议)

• Shanshan Zhang, Rodrigo Benenson, Bernt Schiele. CityPersons: A Diverse Dataset for Pedestrian Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, USA, 2017. (CCF-A类会议, Spotlight)

• Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hosang, Bernt Schiele. How Far are We from Solving Pedestrian Detection? IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, Nevada, USA, 2016. (CCF-A类会议)

• Shanshan Zhang, Rodrigo Benenson, Bernt Schiele. Filtered Channel Features for Pedestrian Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA, 2015. (CCF-A类会议)

• Shanshan Zhang, Christian Bauckhage, Armin B. Cremers. Informed Haar-like Features Improve Pedestrian Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, 2014. (CCF-A类会议)

• Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang, Bernt Schiele. Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection. International Conference on Computer Vision (ICCV), 2021. (CCF-A类会议)

• Gang Li, Xiang Li* , Yujie Wang, Yichao Wu, Ding Liang, Shanshan Zhang*. PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection. European Conference on Computer Vision (ECCV), 2022. (计算机视觉顶级会议)

• Shenjian Gong, Shanshan Zhang*, Jian Yang, Dengxin Dai, Bernt Schiele. Class-Agnostic Object Counting Robust to Intraclass Diversity. European Conference on Computer Vision (ECCV), 2022. (计算机视觉顶级会议)

• Di Chen, Shanshan Zhang* , Wanli Ouyang, Jian Yang*, Ying Tai. Person Search via A Mask-guided Two-stream CNN Model. European Conference on Computer Vision (ECCV), Munich, Germany, 2018. (计算机视觉顶级会议)

• Di Chen#, Andreas Doering#, Shanshan Zhang* , Jian Yang*, Jürgen Gall, Bernt Schiele. Keypoint Message Passing for Video-based Person Re-Identification. AAAI Conference on Artificial Intelligence (AAAI), 2022. (CCF-A类会议)

• Gang Li#, Xiang Li#, Yujie Wang, Shanshan Zhang*, Yichao Wu, Ding Liang. Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation. AAAI Conference on Artificial Intelligence (AAAI), 2022. (CCF-A类会议)

• Yunan Liu, Shanshan Zhang*, Jian Yang, Pong Chi Yuen. Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human Parsing. AAAI Conference on Artificial Intelligence (AAAI), 2021. (CCF-A类会议)

• Di Chen, Shanshan Zhang* , Wanli Ouyang, Jian Yang*, Bernt Schiele. Hierarchical Online Instance Matching for Person Search. AAAI Conference on Artificial Intelligence (AAAI), New York City, USA, 2020. (CCF-A类会议, Oral)