In RDMs, a set of nearest neighbors is retrieved from an external database during training for each training instance, and the diffusion model is conditioned on these informative samples.
Existing model-parallel training systems either require users to manually create a parallelization plan or automatically generate one from a limited space of model parallelism configurations.
Drawing images of characters with desired poses is an essential but laborious task in anime production.
Then, Next Hybrid Strategy (NHS) is designed to stack NCB and NTB in an efficient hybrid paradigm, which boosts performance in various downstream tasks.
Ranked #162 on Image Classification on ImageNet
This paper deals with the problem of audio source separation.
Federated learning~(FL) has recently attracted increasing attention from academia and industry, with the ultimate goal of achieving collaborative training under privacy and communication constraints.
In this work, we delve into the gradient matching method from a comprehensive perspective and answer the critical questions of what, how, and where to match.