The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction
Continual learning has been extensively studied for classification tasks with methods developed to primarily avoid catastrophic forgetting, a phenomenon where earlier learned concepts are forgotten at the expense of more recent samples. In this work, we present a set of continual 3D object shape reconstruction tasks, including complete 3D shape …