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45
research
∙ 10/05/2022

Differentiable Mathematical Programming for Object-Centric Representation Learning

We propose topology-aware feature partitioning into k disjoint partition...
Adeel Pervez, et al. ∙
55
research
∙ 10/03/2022

Optimizing Data Collection for Machine Learning

Modern deep learning systems require huge data sets to achieve impressiv...
Rafid Mahmood, et al. ∙
tools

Zendo - production grade software for object detection and segmentation

Zendo is DeepAI's computer vision stack: easy-to-use object detection and segmentation. It is designed for production environments and is optimized for speed and accuracy on a small number of training images.
24
research
∙ 10/05/2022

GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models

Prevalent semantic segmentation solutions are, in essence, a dense discr...
Chen Liang, et al. ∙
21
research
∙ 10/05/2022

WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels

Unsupervised domain adaptation (UDA) for semantic segmentation addresses...
Shengjie Liu, et al. ∙
15
research
∙ 10/05/2022

Dynamical systems' based neural networks

Neural networks have gained much interest because of their effectiveness...
Elena Celledoni, et al. ∙

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