9 citations · 25 across the 7 of their papers we have counts for
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cs.LG2022★ 1 cited
Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework
Gehui Shen, Shibo Jie, Ziheng Li +1
Continual learning requires the model to maintain the learned knowledge while learning from a non-i.i.d data stream continually. Due to the single-pass training setting, online con…
cs.LG2020★ 8 cited
Self-Supervised Learning Aided Class-Incremental Lifelong Learning
Song Zhang, Gehui Shen, Jinsong Huang +1
Lifelong or continual learning remains to be a challenge for artificial neural network, as it is required to be both stable for preservation of old knowledge and plastic for acquis…
cs.LG2020★ 1 cited
Generative Feature Replay with Orthogonal Weight Modification for Continual Learning
Gehui Shen, Song Zhang, Xiang Chen +1
The ability of intelligent agents to learn and remember multiple tasks sequentially is crucial to achieving artificial general intelligence. Many continual learning (CL) methods ha…