Shen, Chengchao
- Data-Free Adversarial Distillation
2019/12/23 by Gongfan Fang, Fang, Gongfan, Jie Song +9 · 13 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Contrastive Model Inversion for Data-Free Knowledge Distillation
2021/05/18 by Gongfan Fang, Jie Song, Fang, Gongfan +9 · 8 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG)
- Deep Model Transferability from Attribution Maps
2019/09/26 by Jie Song, Song, Jie, Yixin Chen +7 · 5 citations
Computer Science · Materials Science · #Domain Adaptation and Few-Shot Learning #Advanced Graph Neural Networks #Machine Learning in Materials Science
- Transductive Unbiased Embedding for Zero-Shot Learning
2018/03/30 by Jie Song, Chengchao Shen, Song, Jie +7 · 4 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Multimodal Machine Learning Applications
- Progressive Network Grafting for Few-Shot Knowledge Distillation
2020/12/09 by Chengchao Shen, Xinchao Wang, Shen, Chengchao +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Amalgamating Knowledge towards Comprehensive Classification
2018/11/07 by Shen, Chengchao, Wang, Xinchao, Song, Jie +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation
2019/08/20 by Chengchao Shen, Mengqi Xue, Shen, Chengchao +9 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Selective Zero-Shot Classification with Augmented Attributes
2018/07/19 by Song, Jie, Shen, Chengchao, Lei, Jie +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data
2021/10/27 by Gongfan Fang, Fang, Gongfan, Yifan Bao +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
- Modeling Global Distribution for Federated Learning with Label Distribution Skew
2022/12/17 by Tao Sheng, Sheng, Tao, Chengchao Shen +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Inter-Instance Similarity Modeling for Contrastive Learning
2023/06/21 by Shen, Chengchao, Liu, Dawei, Tang, Hao +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences