Selected Publications

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2023:

1. Wenjian Wang, Lijuan Duan, Yuxi Wang, Junsong Fan, Zhaoxiang Zhang*. MMT: Cross Domain Few-Shot Learning via Meta-Memory Transfer (IEEE TPAMI) [PDF]
2. Chunfeng Song, Wanli Ouyang, Zhaoxiang Zhang*. Weakly Supervised Semantic Segmentation via Box-driven Masking and Filling Rate Shifting (IEEE TPAMI) [PDF]
3. Yuqi Wang, Yuntao Chen, Zhaoxiang Zhang*. Object Affinity Learning: Towards Annotation-Free Instance Segmentation (IEEE TPAMI) [PDF]
4. Junran Peng, Qing Chang, Haoran Yin, Xingyuan Bu, Jiajun Sun, Lingxi Xie, Xiaopeng Zhang, Qi Tian, Zhaoxiang Zhang*. GAIA-Universe: Everything is Super-Netify (IEEE TPAMI) [PDF][GitHub]
5. Jianjin Xu, Zhaoxiang Zhang, Xiaolin Hu. Extracting Semantic Knowledge From GANs With Unsupervised Learning (IEEE TPAMI) [PDF]
6. Junsong Fan, Zhaoxiang Zhang*. Toward Practical Weakly Supervised Semantic Segmentation via Point-Level Supervision (IJCV) [PDF]
7. Jing Li, Junsong Fan, Yuxi Wang, Yuran Yang, Zhaoxiang Zhang*. Coarse Mask Guided Interactive Object Segmentation (IEEE TIP) [PDF]
8. Hongxin Li, Jingran Su, Yuntao Chen, Qing Li, Zhaoxiang Zhang*. SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models (NeurIPS) [PDF][Project][GitHub]
9. Haochen Wang, Junsong Fan, Yuxi Wang, Kaiyou Song, Tong Wang, Zhaoxiang Zhang*. DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions (NeurIPS) [PDF] [GitHub]
10. Yang Liu, Feng Wang, Naiyan Wang, Zhaoxiang Zhang*. Echoes Beyond Points: Unleashing the Power of Raw Radar Data in Multi-modality Fusion (NeurIPS) [PDF]
11. Lue Fan, Yuxue Yang, Yiming Mao, Feng Wang, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang*. Once Detected, Never Lost: Surpassing Human Performance in Offline LiDAR based 3D Object Detection (ICCV) [PDF][GitHub]
12. Yuxi Wang, Jian Liang, Yuran Yang, Shuqi Mei, Zhaoxiang Zhang*. Informative Data Mining for One-shot Cross-Domain Semantic Segmentation (ICCV) [PDF][GitHub]
13. Jingtao Wang, Zengjie Song, Yuxi Wang, Jun Xiao, Yuran Yang, Shuqi Mei, Zhaoxiang Zhang*. SSF: Accelerating Training of Spiking Neural Networks with Stabilized Spiking Flow (ICCV) [PDF]
14. Lin Zhang, Xin Li, Dongliang He, Fu Li, Errui Ding, Zhaoxiang Zhang*. LMR: A Large-Scale Multi-Reference Dataset for Reference-Based Super-Resolution (ICCV) [PDF][GitHub]
15. Liyi Chen, Chenyang Lei, Ruihuang Li, Shuai Li, Zhaoxiang Zhang, Lei Zhang. FPR: False Positive Rectification for Weakly Supervised Semantic Segmentation (ICCV) [PDF][GitHub]
16. Xiaojun Tang, Junsong Fan, Chuanchen Luo, Zhaoxiang Zhang, Man Zhang, Zongyuan Yang. DDG-Net: Discriminability-Driven Graph Network for Weakly-supervised Temporal Action Localization (ICCV) [PDF][GitHub]
17. Jiawei He, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang*. 3D Video Object Detection With Learnable Object-Centric Global Optimization (CVPR) [PDF][GitHub]
18. Pengfei Wang, Zhaoxiang Zhang, Zhen Lei, Lei Zhang. Sharpness-Aware Gradient Matching for Domain Generalization (CVPR) [PDF][GitHub]
19. Haochen Wang, Kaiyou Song, Junsong Fan, Yuxi Wang, Jin Xie, Zhaoxiang Zhang*. Hard Patches Mining for Masked Image Modeling (CVPR) [PDF][GitHub]
20. Qu Tang, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang*. Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models (CVPR) [PDF]
21. Chenyang Lei, Xuanchi Ren, Zhaoxiang Zhang*, Qifeng Chen. Blind Video Deflickering by Neural Filtering With a Flawed Atlas (CVPR) [PDF][GitHub][Project]
22. Chang Yu, Xiangyu Zhu, Xiaomei Zhang, Zhaoxiang Zhang, Zhen Lei. Graphics Capsule: Learning Hierarchical 3D Face Representations From 2D Images (CVPR) [PDF]
23. Yuqi Wang, Yuntao Chen, Zhaoxiang Zhang*. FrustumFormer: Adaptive Instance-aware Resampling for Multi-view 3D Detection. (CVPR) [PDF][GitHub]
24. Cong Pan, Yonghao He, Junran Peng, Qian Zhang, Wei Sui, Zhaoxiang Zhang*. BAEFormer: Bi-Directional and Early Interaction Transformers for Bird’s Eye View Semantic Segmentation (CVPR) [PDF]
25. Chenyu Yang, Yuntao Chen, Hao Tian, Chenxin Tao, Xizhou Zhu, Zhaoxiang Zhang, Gao Huang, Hongyang Li, Yu Qiao, Lewei Lu, Jie Zhou, Jifeng Dai. BEVFormer V2: Adapting Modern Image Backbones to Bird’s-Eye-View Recognition via Perspective Supervision (CVPR) [PDF][GitHub]
26. Shengchao Zhou, Gaofeng Meng, Zhaoxiang Zhang, Richard Yi Da Xu, Shiming Xiang. Robust Feature Rectification of Pretrained Vision Models for Object Recognition (AAAI) [PDF]

2022:

1. Junsong Fan, Zhaoxiang Zhang*. Memory-Based Cross-Image Contexts for Weakly Supervised Semantic Segmentation (IEEE TPAMI) [PDF][GitHub]
2. Chuanchen Luo, Chunfeng Song, Zhaoxiang Zhang*. Learning to Adapt Across Dual Discrepancy for Cross-Domain Person Re-Identification (IEEE TPAMI) [PDF][GitHub]
3. Zhaoxiang Zhang, Cong Pan, Junran Peng. Delving into the Effectiveness of Receptive Fields: Learning Scale-Transferrable Architectures for Practical Object Detection (IJCV) [PDF]
4. Zhaoxiang Zhang, Chuanchen Luo, Haiping Wu, Yuntao Chen, Naiyan Wang, Chunfeng Song. From Individual to Whole: Reducing Intra-class Variance by Feature Aggregation (IJCV) [PDF]
5. Xiaolin Hu, Chufeng Tang, Hang Chen, Xiao Li, Jianmin Li, Zhaoxiang Zhang. Improving Image Segmentation with Boundary Patch Refinement (IJCV) [PDF]
6. Yuchun Fang, Sirui Cai, Yiting Cao, Zhengchen Li, Zhaoxiang Zhang. Adversarial Learning Guided Task Relatedness Refinement Multi-Task Deep Learning (IEEE TMM) [PDF]
7. Wangli Hao, He Guan, Zhaoxiang Zhang*. VAG: A Uniform Model for Cross-Modal Visual-Audio Mutual Generation (IEEE TNNLS) [PDF]
8. Zhaoxiang Zhang, Yuelei Xu, Qi Cui, Qing Zhou, Linhua Ma. Unsupervised SAR and optical image matching using Siamese domain adaptation (IEEE TGRS) [PDF]
9. He Guan, Chunfeng Song, Zhaoxiang Zhang*, Tieniu Tan. MonoPoly: A practical monocular 3D object detector (PR) [PDF]
10. Qianqian Shi, Junsong Fan, Zuoren Wang, Zhaoxiang Zhang. Multimodal channel-wise attention transformer inspired by multisensory integration mechanisms of the brain (PR) [PDF]
11. Wenkai Dong, Zhaoxiang Zhang*, Chunfeng Song, Tieniu Tan. Identifying the key frames: An attention-aware sampling method for action recognition (PR) [PDF]
12. Junran Peng, Haoquan Wang, Shaolong Yue, Zhaoxiang Zhang*. Context-aware co-supervision for accurate object detection (PR) [PDF]
13. Yuchun Fang, Shiwei Xiao, Menglu Zhou, Sirui Cai, Zhaoxiang Zhang. Enhanced task attention with adversarial learning for dynamic multi-task CNN (PR) [PDF]
14. Zhaoxiang Zhang, Bin Luo, Jin Tang, Shan Yu, Amir Hussain. Editorial for Special Issue on Brain-inspired Machine Learning (Machine Intelligence Research) [PDF]
15. Zhaoxiang Zhang, Chenghang Wang, Jianing Song, Yuelei Xu. Object Tracking based on satellite videos: A literature review (Remote Sensing) [PDF]
16. Junsong Fan, Yuxi Wang, He Guan, Chunfeng Song, Zhaoxiang Zhang*. Toward few-shot domain adaptation with perturbation-invariant representation and transferable prototypes (Frontiers of Computer Science) [PDF]
17. Yuqi Wang, Yuntao Chen, Zhaoxiang Zhang*. 4D Unsupervised Object Discovery (NeurIPS) [PDF][GitHub]
18. Lue Fan, Feng Wang, Naiyan Wang, Zhaoxiang Zhang*. Fully Sparse 3D Object Detection (NeurIPS) [PDF][GitHub]
19. Lin Zhang, Xin Li, Dongliang He, Fu Li, Yili Wang, Zhaoxiang Zhang*. Rrsr: Reciprocal reference-based image super-resolution with progressive feature alignment and selection (ECCV) [PDF]
20. Yingyan Li, Yuntao Chen, Jiawei He, Zhaoxiang Zhang*. Densely constrained depth estimator for monocular 3d object detection (ECCV) [PDF][GitHub]
21. Chenghao Zhang, Kun Tian, Bolin Ni, Gaofeng Meng, Bin Fan, Zhaoxiang Zhang, Chunhong Pan. Stereo Depth Estimation with Echoes (ECCV) [PDF]
22. Junsong Fan, Zhaoxiang Zhang*, Tieniu Tan. Pointly-supervised panoptic segmentation (ECCV) [PDF][GitHub]
23. Zengjie Song, Yuxi Wang, Junsong Fan, Tieniu Tan, Zhaoxiang Zhang*. Self-Supervised Predictive Learning: A Negative-Free Method for Sound Source Localization in Visual Scenes (CVPR) [PDF][GitHub]
24. Qing Chang, Junran Peng, Lingxi Xie, Jiajun Sun, Haoran Yin, Qi Tian, Zhaoxiang Zhang*. DATA: Domain-Aware and Task-Aware Self-Supervised Learning (CVPR) [PDF][GitHub]
25. Tianheng Cheng, Xinggang Wang, Shaoyu Chen, Wenqiang Zhang, Qian Zhang, Chang Huang, Zhaoxiang Zhang, Wenyu Liu. Sparse Instance Activation for Real-Time Instance Segmentation (CVPR) [PDF][GitHub]
26. Lue Fan, Ziqi Pang, Tianyuan Zhang, Yu-Xiong Wang, Hang Zhao, Feng Wang, Naiyan Wang, Zhaoxiang Zhang*. Embracing Single Stride 3D Object Detector With Sparse Transformer (CVPR) [PDF][GitHub]
27. Chang Yu, Xiangyu Zhu, Xiaomei Zhang, Zidu Wang, Zhaoxiang Zhang, Zhen Lei. HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network (CVPR) [PDF]
28. Xinyu Zhang, Dongdong Li, Zhigang Wang, Jian Wang, Errui Ding, Javen Qinfeng Shi, Zhaoxiang Zhang, Jingdong Wang. Implicit Sample Extension for Unsupervised Person Re-Identification (CVPR) [PDF] [GitHub]
29. Wenjian Wang, Lijuan Duan, Yuxi Wang, Qing En, Junsong Fan, Zhaoxiang Zhang*. Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer (CVPR) [PDF]
30. Chenghao Zhang, Kun Tian, Bin Fan, Gaofeng Meng, Zhaoxiang Zhang, Chunhong Pan. Continual Stereo Matching of Continuous Driving Scenes With Growing Architecture (CVPR) [PDF][GitHub]
31. Renjie Zou, Chunfeng Song, Zhaoxiang Zhang*. The Devil Is in the Details: Window-Based Attention for Image Compression (CVPR) [PDF][GitHub]
32. Jing Li, Junsong Fan, Zhaoxiang Zhang*. Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation (CVPR) [PDF]
33. Ruitong Gan, Junsong Fan, Yuxi Wang, Zhaoxiang Zhang*. Interact with Open Scenes: A Life-long Evolution Framework for Interactive Segmentation Models (ACM MM) [PDF]
34. Zongzhao Li, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang. Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction (AAAI) [PDF]
35. Dongdong Li, Zhigang Wang, Jian Wang, Xinyu Zhang, Errui Ding, Jingdong Wang, Zhaoxiang Zhang*. Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification (IJCAI) [PDF]

2021:

1. Qing En, Lijuan Duan, Zhaoxiang Zhang*. Joint Multisource Saliency and Exemplar Mechanism for Weakly Supervised Video Object Segmentation (IEEE TIP) [PDF]
2. Manyu Zhu, Dongliang He, Xin Li, Chao Li, Fu Li, Xiao Liu, Errui Ding, Zhaoxiang Zhang. Image Inpainting by End-to-End Cascaded Refinement With Mask Awareness (IEEE TIP) [PDF]
3. Yan Huang, Qiang Wu, Jingsong Xu, Yi Zhong, Peng Zhang, Zhaoxiang Zhang. Alleviating modality bias training for infrared-visible person re-identification (IEEE TMM) [PDF]
4. Yan Huang, Qiang Wu, Jingsong Xu, Yi Zhong, Zhaoxiang Zhang. Unsupervised Domain Adaptation with Background Shift Mitigating for Person Re-Identification (IJCV) [PDF]
5. Qu Tang, Xiangyu Zhu, Zhen Lei, Zhaoxiang Zhang*. Object dynamics distillation for scene decomposition and representation (ICLR) [PDF][GitHub]
6. Xingyuan Bu, Junran Peng, Junjie Yan, Tieniu Tan, Zhaoxiang Zhang*. GAIA: A Transfer Learning System of Object Detection That Fits Your Needs (CVPR) [PDF][GitHub]
7. Jiawei He, Zehao Huang, Naiyan Wang, Zhaoxiang Zhang*. Learnable Graph Matching: Incorporating Graph Partitioning With Deep Feature Learning for Multiple Object Tracking (CVPR) [PDF][GitHub]
8. Hao Tian, Yuntao Chen, Jifeng Dai, Zhaoxiang Zhang, Xizhou Zhu. Unsupervised Object Detection With LIDAR Clues (CVPR) [PDF]
9. Chufeng Tang, Hang Chen, Xiao Li, Jianmin Li, Zhaoxiang Zhang, Xiaolin Hu. Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation (CVPR) [PDF]
10. Gang Zhang, Xin Lu, Jingru Tan, Jianmin Li, Zhaoxiang Zhang, Quanquan Li, Xiaolin Hu. RefineMask: Towards High-Quality Instance Segmentation With Fine-Grained Features (CVPR) [PDF]
11. Zikai Zhang, Bineng Zhong, Shengping Zhang, Zhenjun Tang, Xin Liu, Zhaoxiang Zhang. Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy (CVPR) [PDF]
12. Zigang Geng, Ke Sun, Bin Xiao, Zhaoxiang Zhang, Jingdong Wang. Bottom-Up Human Pose Estimation via Disentangled Keypoint Regression (CVPR) [PDF][GitHub]
13. Yuxi Wang, Junran Peng, ZhaoXiang Zhang*. Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation (ICCV) [PDF]
14. Lue Fan, Xuan Xiong, Feng Wang, Naiyan Wang, ZhaoXiang Zhang*. RangeDet: In Defense of Range View for LiDAR-Based 3D Object Detection (ICCV) [PDF][GitHub]
15. Yan Huang, Qiang Wu, JingSong Xu, Yi Zhong, ZhaoXiang Zhang*. Clothing Status Awareness for Long-Term Person Re-Identification (ICCV) [PDF]
16. Xueyi Li, Tianfei Zhou, Jianwu Li, Yi Zhou, Zhaoxiang Zhang. Group-wise semantic mining for weakly supervised semantic segmentation (AAAI) [PDF][GitHub]

2020:

1. Yuxi Wang, Zhaoxiang Zhang*, Wangli Hao, Chunfeng Song. Multi-Domain Image-to-Image Translation via a Unified Circular Framework (IEEE TIP) [PDF]
2. Yuxi Wang, Zhaoxiang Zhang*, Wangli Hao, Chunfeng Song. Attention Guided Multiple Source and Target Domain Adaptation (IEEE TIP) [PDF]
3. Weilun Chen, Zhaoxiang Zhang*, Xiaolin Hu, Baoyuan Wu. Boosting decision-based black-box adversarial attacks with random sign flip (ECCV) [PDF]
4. Junsong Fan, Zhaoxiang Zhang*, Tieniu Tan. Employing multi-estimations for weakly-supervised semantic segmentation (ECCV) [PDF]
5. Chuanchen Luo, Chunfeng Song, Zhaoxiang Zhang*. Generalizing person re-identification by camera-aware invariance learning and cross-domain mixup (ECCV) [PDF]
6. Wenkai Dong, Zhaoxiang Zhang*, Chunfeng Song, Tieniu Tan. Instance Guided Proposal Network for Person Search. IEEE Conference on Computer Vision and Pattern Recognition(CVPR) [pdf][bibtex]
7. Wenkai Dong, Zhaoxiang Zhang*, Chunfeng Song, Tieniu Tan. Bi-directional Interaction Network for Person Search. IEEE Conference on Computer Vision and Pattern Recognition(CVPR) [pdf][bibtex]
8. Junran Peng, Xingyuan Bu, Ming Sun, Zhaoxiang Zhang*, Tieniu Tan, Junjie Yan. Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels. IEEE Conference on Computer Vision and Pattern Recognition(CVPR) [pdf][bibtex]
9. Junsong Fan, Zhaoxiang Zhang*, Chunfeng Song, Tieniu Tan. Learning Integral Objects with Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [pdf][bibtex]
10. Qi Zhang, Zhen Lei, Zhaoxiang Zhang, Stan Z. Li. Context-Aware Attention Network for Image-Text Retrieval. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [pdf][bibtex]
11. Junsong Fan, Zhaoxiang Zhang*, Tieniu Tan, Chunfeng Song, Jun Xiao. CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) [pdf][bibtex]
12. Huanglin Yu, Ke Chen, Kaiqi Wang, Yanlin Qian, Zhaoxiang Zhang, Kui Jia. Cascading Convolutional Color Constancy. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) [pdf][bibtex]

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2019:

1. Yan Huang, Jingsong Xu, Qiang Wu, Yi Zhong, Peng Zhang, Zhaoxiang Zhang. Beyond Scalar Neuron: Adopting Vector-Neuron Capsules for Long-Term Person Re-Identification. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) [pdf][bibtex]
2. Guibo Zhu, Zhaoxiang Zhang*, Jinqiao Wang, Yi Wu, Hanqing Lu. Dynamic Collaborative Tracking. IEEE Transactions on Neural Networks and Learning Systems (TNNLS). [pdf][bibtex]
3. Yan Huang, Jingsong Xu, Qiang Wu, Zhedong Zheng, Zhaoxiang Zhang, Jian Zhang Multi-Pseudo Regularized Label for Generated Data in Person Re-Identification. IEEE Transactions on Image Processing (TIP) [pdf][bibtex] .
4. Wangli Hao, Zhaoxiang Zhang*. Spatiotemporal distilled dense-connectivity network for video action recognition. Pattern Recognition (PR) [pdf][bibtex]
5. Wei Wang, Hao Wang, Zhaoxiang Zhang, Chen Zhang, Yang Gao. Semi-supervised domain adaptation via Fredholm integral based kernel methods. Pattern Recognition (PR) [pdf][bibtex]
6. Yuntao Chen, Chenxia Han, Yanghao Li, Zehao Huang, Yi Jiang, Naiyan Wang, Zhaoxiang Zhang*. SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition. Journal of Machine Learning Research (JMLR). [pdf][code][bibtex]
7. Yanghao Li, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang*. Scale-Aware Trident Networks for Object Detection. IEEE International Conference on Computer Vision (ICCV). [pdf][bibtex]
8. Chuanchen Luo, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang*. Spectral Feature Transformation for Person Re-Identification. IEEE International Conference on Computer Vision (ICCV). [pdf][bibtex]
9. Junran Peng, Ming Sun, Zhaoxiang Zhang*, Tieniu Tan, Junjie Yan. POD: Practical Object Detection with Scale-Sensitive Network. IEEE International Conference on Computer Vision (ICCV). [pdf][bibtex]
10. Haiping Wu, Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang*. Sequence Level Semantics Aggregation for Video Object Detection. IEEE International Conference on Computer Vision (ICCV). [pdf][bibtex]
11. Chufeng Tang, Lu Sheng, Zhaoxiang Zhang, Xiaolin Hu. Improving Pedestrian Attribute Recognition with Weakly-Supervised Multi-scale Attribute-Specific Localization. IEEE International Conference on Computer Vision (ICCV). [pdf][bibtex]
12. Junran Peng, Ming Sun, Zhaoxiang Zhang*, Tieniu Tan, Junjie Yan. Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection. Thirty-third Conference on Neural Information Processing Systems (NeurIPS). [pdf][bibtex]
13. Wenkai Dong, Zhaoxiang Zhang*, Tieniu Tan. Attention-aware Sampling via Deep Reinforcement Learning for Action Recognition. The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI). [pdf][bibtex]
14. Qing En, Lijuan Duan, Zhaoxiang Zhang*, Xiang Bai, Yundong Zhang. Human-like Delicate Region Erasing Strategy for Weakly Supervised Detection. The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI). [pdf][bibtex]

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2018:

1. Zhaoxiang Zhang, Jiaxin Chen, Qiang Wu, Ling Shao. GII Representation-Based Cross-View Gait Recognition by Discriminative Projection With List-Wise Constraints. IEEE Transactions on Systems, Man, and Cybernetics (TCYB). [pdf][bibtex]
2. Chi Zhang, Guangqi Hou, Zhaoxiang Zhang, Zhenan Sun, Tieniu Tan. Efficient auto-refocusing for light field camera. Pattern Recognition (PR). [pdf][bibtex]
3. Song Bai, Shaoyan Sun, Xiang Bai, Zhaoxiang Zhang, Qi Tian. Improving context-sensitive similarity via smooth neighborhood for object retrieval. Pattern Recognition (PR). [pdf][bibtex]
4. Rui Yu, Zhiyong Dou, Song Bai, Zhaoxiang Zhang, Yongchao Xu, Xiang Bai. Hard-Aware Point-to-Set Deep Metric for Person Re-identification. European Conference on Computer Vision (ECCV). [pdf][bibtex]
5. Wangli Hao, Zhaoxiang Zhang*, He Guan. Integrating both Visual and Audio Cues for Enhanced Video Caption. The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI). [pdf][bibtex]
6. Wangli Hao, Zhaoxiang Zhang*, He Guan. CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation. The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI). [pdf][bibtex]
7. Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang*. DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer. The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI). [pdf][bibtex]
8. Yue Xu, Fei Yin, Zhaoxiang Zhang, Cheng-Lin Liu. Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks. International Joint Conference on Artificial Intelligence (IJCAI). [pdf][bibtex]
9. Liming Zhao, Mingjie Li, Depu Meng, Xi Li, Zhaoxiang Zhang, Yueting Zhuang, Zhuowen Tu, Jingdong Wang. Deep Convolutional Neural Networks with Merge-and-Run Mappings. International Joint Conference on Artificial Intelligence (IJCAI). [pdf][bibtex]

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2017:

1. Ke Chen, Zhaoxiang Zhang*. Learning to Classify Fine-Grained Categories with Privileged Visual-Semantic Misalignment. IEEE Transactions on Big Data (TBD). [pdf][bibtex]
2. Ke Chen, Zhaoxiang Zhang*. Pedestrian Counting With Back-Propagated Information and Target Drift Remedy. IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC). [pdf][bibtex]
3. Song Bai, Xiang Bai, Zhichao Zhou, Zhaoxiang Zhang, Qi Tian, Longin Jan Latecki. GIFT: Towards Scalable 3D Shape Retrieval. IEEE Transactions on Multimedia (TMM). [pdf][bibtex]
4. Ke Chen, Kui Jia, Zhaoxiang Zhang, Joni-Kristian Kämäräinen. Spectral attribute learning for visual regression. Pattern Recognition (PR). [pdf][bibtex]
5. Yuchun Fang, Zhengyan Ma, Zhaoxiang Zhang*, Xu-Yao Zhang, Xiang Bai. Dynamic Multi-Task Learning with Convolutional Neural Network. International Joint Conference on Artificial Intelligence (IJCAI). [pdf][bibtex]
6. Guibo Zhu, Zhaoxiang Zhang*, Xu-Yao Zhang, Cheng-Lin Liu. Diverse Neuron Type Selection for Convolutional Neural Networks. International Joint Conference on Artificial Intelligence (IJCAI). [pdf][bibtex]
7. Gangming Zhao, Jingdong Wang, Zhaoxiang Zhang*. Random Shifting for CNN: a Solution to Reduce Information Loss in Down-Sampling Layers. International Joint Conference on Artificial Intelligence (IJCAI). [pdf][bibtex]

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2016:

1. Jie Qin, Li Liu, Zhaoxiang Zhang, Yunhong Wang, Ling Shao. Compressive Sequential Learning for Action Similarity Labeling. IEEE Transactions on Image Processing (TIP). [pdf][bibtex]
2. Song Bai, Shaoyan Sun, Xiang Bai, Zhaoxiang Zhang, Qi Tian. Smooth Neighborhood Structure Mining on Multiple Affinity Graphs with Applications to Context-Sensitive Similarity. The 14th European Conference on Computer Vision (ECCV). [pdf][bibtex]
3. Song Bai, Xiang Bai, Zhichao Zhou, Zhaoxiang Zhang, Longin Jan Latecki. GIFT: A Real-Time and Scalable 3D Shape Search Engine. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). [pdf][bibtex]

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