Semi-Supervised Domain Adaptation with Prototypical Alignment and Consistency Learning [PDF][code]
Kai Li, Chang Liu, Handong Zhao, Yulun Zhang, Yun Fu.
International Conference on Computer Vision (ICCV), 2021.
Video Matting via Consistency-Regularized Graph Neural Networks. [PDF][code]
Tiantian Wang, Sifei Liu, Yapeng Tian, Kai Li, Ming-Hsuan Yang.
International Conference on Computer Vision (ICCV), 2021.
MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network [PDF]
Yulun Zhang, Kai Li, Kunpeng Li, Yun Fu.
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
Domain Generalization via Feature Variation Decorrelation.
Chang Liu, Lichen Wang, Kai Li, Yun Fu
ACM Multimedia (ACM MM), 2021.
Faster-PPN: Towards Real-Time Semantic Segmentation with Dual Mutual Learning for Ultra-High Resolution Images.
Bicheng Dai, Kaisheng Wu, Tong Wu, Kai Li, Yanyun Qu, Yuan Xie, Yun Fu
ACM Multimedia (ACM MM), 2021.
VINS: Visual Search for Mobile User Interface Design. [PDF][code]
Sara Bunian, Kai Li, Chaima Jemmali, Casper Harteveld, Yun Fu, Magy Seif El-Nasr.
CHI Conference on Human Factors in Computing Systems (CHI), 2021.
Adversarial Feature Hallucination Networks for Few-Shot Learning. [PDF][code]
Kai Li, Yulun Zhang, Kunpeng Li, Yun Fu.
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Cross-Domain Document Object Detection: Benchmark Suite and Method. [PDF][code]
Kai Li, C. Wigington, C. Tensmeyer, H. Zhao, N. Barmpalios, V. Morariu, V. Manjunatha, T. Sun, Yun Fu.
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective. [PDF][code]
Kai Li, Martin Renqiang Min, Yun Fu.
International Conference on Computer Vision (ICCV), 2019.
Attention Bridging Network for Knowledge Transfer. [PDF][code]
Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu.
International Conference on Computer Vision (ICCV), 2019.
Visual Semantic Reasoning for Image-Text Matching. [PDF][code]
Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu.
International Conference on Computer Vision (ICCV), 2019.
On Novel Object Recognition: A Unified Framework for Discriminability and Adaptability [PDF]
Kai Li, Martin Renqiang Min, Bing Bai, Yun Fu, Hans Peter Graf.
ACM International Conference on Information and Knowledge Management (CIKM), 2019.
Residual Non-local Attention Networks for Image Restoration [PDF][code]
Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu.
International Conference on Learning Representations (ICLR), 2019.
Support Neighbor Loss for Person Re-Identification [PDF] [code]
Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu.
ACM Multimedia (ACM MM), 2018.
Discriminative Semi-coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification [PDF][code]
Kai Li, Zhengming Ding, Sheng Li, Yun Fu.
AAAI Conference on Artificial Intelligence (AAAI), 2018.
Latent Discriminant Subspace Representations for Multi-view Outlier Detection [PDF][code]
Kai Li, Sheng Li, Zhengming Ding, Weidong Zhang, Yun Fu.
AAAI Conference on Artificial Intelligence (AAAI), 2018.
Image Super-Resolution Using Very Deep Residual Channel Attention Networks. [PDF][code]
Yulun Zhang, Kunpeng Li, Kai Li, Lichen Wang, Bineng Zhong, Yun Fu.
European Conference on Computer Vision (ECCV), 2018.
3D Line Segment Reconstruction in Structured Scenes via Coplanar Line Segment Clustering. [PDF][Demo]
Kai Li, Jian Yao
ACCV Workshop on 3D modelling and applications (ACCV-W), 2016.
Line Segment Matching: A Benchmark.
[PDF][PDF][Project]
Kai Li, Jian Yao, Mengsheng Lu, Heng Yuan, Teng Wu, YinXuan Li.
IEEE Winter Conference of Applications of Computer Vision (WACV), 2016.
Joint Point and Line Segment Matching on Wide-Baseline Stereo Images.
[PDF][Executable Binaries]
Kai Li, Jian Yao, Menghan Xia, Li Li.
IEEE Winter Conference of Applications of Computer Vision (WACV), 2016.
Line-Based Multiple Label Energy Optimization for Fisheye Image Rectification and Calibration.
[PDF]
Mi Zhang, Jian Yao, Menghan Xia, Kai Li, Yi Zhang, and Yaping Liu.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
Edge-Based Split-and-Merge Superpixel Segmentation.
[PDF]
Li Li, Jian Yao, Jingge Tu, Xiaohu Lu, Kai Li, Yahui Liu.
IEEE International Conference on Information and Automation (ICIA), 2015.
NETLines: Recovering Line-Networks via Gradient-Based Line Segments Refinement.
[PDF]
Xiaohu Lu, Jian Yao, Kai Li, Li Li, Kao Zhang. Jingge Tu,
IEEE International Conference on Information and Automation (ICIA), 2015.
Pairwise Linkage for Point Cloud Segmentation.
[PDF]
Xiaohu Lu, Jian Yao, Jingge Tu, Kai Li, Li Li, Yahui Liu.
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Congress), 2015.
Cannylines: A Parameter-Free Line Segment Detector.
[PDF]
Xiaohu Lu, Jian Yao, Kai Li, Li Li.
IEEE International Conference on Image Processing (ICIP), 2015.
Robust Line Matching Based on Ray-Point-Ray Structure Descriptor.
[PDF]
Kai Li, Jian Yao, and Xiaohu Lu.
Asian Conference on Computer Vision Workshop on Robust Local Descriptors for Computer Vision (ACCV-W), 2014.
Accurate and Fast Image Denoising via Attention Guided Scaling.
Yulun Zhang, Kunpeng Li, Kai Li, Gan Sun, Yu Kong, Yun Fu.
IEEE Transactions on Image Processing (TIP), 2021.
Self-guided Deep Multi-view Subspace Clustering via Consensus Affinity Regularization.
Kai Li, Hongfu Liu, Yulun Zhang, Kunpeng Li, Yun Fu.
IEEE Transactions on Cybernetics (TCYB), 2021.
Vehicle and Person Re-identification with Support Neighbor Loss [PDF]
Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020.
Fast Multi-View Outlier Detection via Deep Encoder [PDF]
Dongdong Hou, Yang Cong, Gan Sun, Jiahua Dong, Jun Li, Kai Li
IEEE Transactions on Big Data (TBD), 2020.
Towards Resolution-Invariant Person Re-identification via Projective Dictionary Learning [PDF]
Kai Li, Zhengming Ding, Sheng Li, Yun Fu.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018.
Line Segment Matching and Reconstruction via Exploiting Coplanar Cues. [PDF][Demo]
Kai Li and Jian Yao.
ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS), vol: 125, pages: 33-49, 2017.
Hierarchical Line Matching Based on Line-Junction-Line Structure Descriptor and Local Homography Estimation. [PDF][code]
Kai Li, Jian Yao, Xiaohu Lu, Li Li, and Zhichao Zhang.
Neurocomputing, vol: 186, pages: 207-220, 2016.
RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks. [PDF]
Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu.
arXiv preprint arXiv:2104.08689, 2021.