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10/05/2022

Differentiable Mathematical Programming for Object-Centric Representation Learning

We propose topology-aware feature partitioning into k disjoint partition...
10/03/2022

Optimizing Data Collection for Machine Learning

Modern deep learning systems require huge data sets to achieve impressiv...
10/05/2022

GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models

Prevalent semantic segmentation solutions are, in essence, a dense discr...
10/05/2022

WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels

Unsupervised domain adaptation (UDA) for semantic segmentation addresses...
10/05/2022

Dynamical systems' based neural networks

Neural networks have gained much interest because of their effectiveness...
10/05/2022

Imagen Video: High Definition Video Generation with Diffusion Models

We present Imagen Video, a text-conditional video generation system base...