Kaican Li

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 14

Top Topics

Autonomous Driving

Grand Challenge

Top Venues

Publications

Nanyang Ye, Lin Zhu, Jia Wang, Zhaoyu Zeng, Jiayao Shao, Chensheng Peng, Bikang Pan, Kaican Li, Jun Zhu
Certifiable Out-of-Distribution Generalization. AAAI (2023)
Kaican Li, Yifan Zhang, Lanqing Hong, Zhenguo Li, Nevin L. Zhang
Robustness May be More Brittle than We Think under Different Degrees of Distribution Shifts. CoRR (2023)
Han Gao, Kaican Li, Yongxiang Huang, Luning Wang, Caleb Chen Cao, Nevin L. Zhang
Contrastive Domain Generalization via Logit Attribution Matching. CoRR (2023)
Nevin L. Zhang, Kaican Li, Han Gao, Weiyan Xie, Zhi Lin, Zhenguo Li, Luning Wang, Yongxiang Huang
A Causal Framework to Unify Common Domain Generalization Approaches. CoRR (2023)
Nanyang Ye, Kaican Li, Haoyue Bai, Runpeng Yu, Lanqing Hong, Fengwei Zhou, Zhenguo Li, Jun Zhu
OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization. CVPR (2022)
Kaican Li, Kai Chen, Haoyu Wang, Lanqing Hong, Chaoqiang Ye, Jianhua Han, Yukuai Chen, Wei Zhang, Chunjing Xu, Dit-Yan Yeung, Xiaodan Liang, Zhenguo Li, Hang Xu
CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving. ECCV (38) (2022)
Runpeng Yu, Hong Zhu, Kaican Li, Lanqing Hong, Rui Zhang, Nanyang Ye, Shao-Lun Huang, Xiuqiang He
Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms. AAAI (2022)
Kaican Li, Kai Chen, Haoyu Wang, Lanqing Hong, Chaoqiang Ye, Jianhua Han, Yukuai Chen, Wei Zhang, Chunjing Xu, Dit-Yan Yeung, Xiaodan Liang, Zhenguo Li, Hang Xu
CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving. CoRR (2022)
Runpeng Yu, Hong Zhu, Kaican Li, Lanqing Hong, Rui Zhang, Nanyang Ye, Shao-Lun Huang, Xiuqiang He
Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms. CoRR (2022)
Zhanghan Ke, Jiayu Sun, Kaican Li, Qiong Yan, Rynson W. H. Lau
MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition. AAAI (2022)
Nanyang Ye, Kaican Li, Lanqing Hong, Haoyue Bai, Yiting Chen, Fengwei Zhou, Zhenguo Li
OoD-Bench: Benchmarking and Understanding Out-of-Distribution Generalization Datasets and Algorithms. CoRR (2021)
Zhanghan Ke, Kaican Li, Yurou Zhou, Qiuhua Wu, Xiangyu Mao, Qiong Yan, Rynson W. H. Lau
Is a Green Screen Really Necessary for Real-Time Portrait Matting? CoRR (2020)
Zhanghan Ke, Di Qiu, Kaican Li, Qiong Yan, Rynson W. H. Lau
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning. CoRR (2020)
Zhanghan Ke, Di Qiu, Kaican Li, Qiong Yan, Rynson W. H. Lau
Guided Collaborative Training for Pixel-Wise Semi-Supervised Learning. ECCV (13) (2020)