Class-Incremental Few-Shot Object Detection

no code implementations • 17 May 2021 • Pengyang Li, Yanan Li, Han Cui, Donghui Wang

To tackle this problem, we propose a novel method LEAST, which can transfer with Less forgetting, fEwer training resources, And Stronger Transfer capability.

Clustering Few-Shot Object Detection +3

Fine-grained Semantic Constraint in Image Synthesis

no code implementations • 12 Jan 2021 • Pengyang Li, Donghui Wang

With mask as prior, the model in this paper is constrained so that the generated images conform to visual senses, which will reduce the unexpected diversity of samples generated from the generative adversarial network.

Attribute Generative Adversarial Network +1