Zhizhong Li

Learning without Forgetting

Zhizhong Li, Derek Hoiem · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 3.6K citations

Artificial Intelligence, Convolutional Neural Network, Engineering +21

Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion

Hongxu Yin, Pavlo Molchanov, José M. Alvarez et al. · 2020 · 505 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Class-Incremental Learning with Strong Pre-trained Models

Tz-Ying Wu, Swaminathan Gurumurthy, Zhizhong Li et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 60 citations

Few-shot Learning, Incremental Learning, Convolutional Neural Network +18

Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion

Hongxu Yin, Pavlo Molchanov, Zhizhong Li et al. · arXiv (Cornell University) · 2019 · 48 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Improving Confidence Estimates for Unfamiliar Examples

Zhizhong Li, Derek Hoiem · 2020 · 36 citations

Engineering, Machine Learning, Data Science +12