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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.
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. ∙
22
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. ∙
19
research
∙ 10/04/2022

Concise and interpretable multi-label rule sets

Multi-label classification is becoming increasingly ubiquitous, but not ...
Martino Ciaperoni, et al. ∙
13
research
∙ 10/04/2022

ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training

Aligning the visual and language spaces requires to train deep neural ne...
Antonio Norelli, et al. ∙

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