13 citations · 13 across the 2 of their papers we have counts for
2 papers
cs.LG2026
FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation
Guangsheng Bao, Hongbo Zhang, Han Cui +4
Adapting pretrained models typically involves a trade-off between the high training costs of backpropagation and the heavy inference overhead of memory-based or in-context learning…
cs.CV2021★ 13 cited
Class-Incremental Few-Shot Object Detection
Pengyang Li, Yanan Li, Han Cui +1
Conventional detection networks usually need abundant labeled training samples, while humans can learn new concepts incrementally with just a few examples. This paper focuses on a…