51 citations · 58 across the 3 of their papers we have counts for
3 papers
cs.CV2022★ 2 cited
Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning
Zenglin Shi, Jing Jie, Ying Sun +2
In AI, generalization refers to a model's ability to perform well on out-of-distribution data related to the given task, beyond the data it was trained on. For an AI agent to excel…
eess.IV2021★ 5 cited
On Measuring and Controlling the Spectral Bias of the Deep Image Prior
Zenglin Shi, Pascal Mettes, Subhransu Maji +1
The deep image prior showed that a randomly initialized network with a suitable architecture can be trained to solve inverse imaging problems by simply optimizing it's parameters t…
cs.CV2021★ 51 cited
Unsharp Mask Guided Filtering
Zenglin Shi, Yunlu Chen, Efstratios Gavves +2
The goal of this paper is guided image filtering, which emphasizes the importance of structure transfer during filtering by means of an additional guidance image. Where classical g…