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54
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.
7
research
∙ 10/05/2022

Ask Me Anything: A simple strategy for prompting language models

Large language models (LLMs) transfer well to new tasks out-of-the-box s...
Simran Arora, et al. ∙
12
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. ∙
7
research
∙ 10/05/2022

The Vendi Score: A Diversity Evaluation Metric for Machine Learning

Diversity is an important criterion for many areas of machine learning (...
Dan Friedman, et al. ∙
23
research
∙ 10/04/2022

Deep Learning-based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement

Simulating facial appearance change following bony movement is a critica...
Xi Fang, et al. ∙
21
research
∙ 10/04/2022

CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning

Handling out-of-distribution (OOD) samples has become a major stake in t...
Charles Guille-Escuret, et al. ∙

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