Research
Definitions
News
APIs
popular newest
41
research
∙ 09/29/2022

Multiple Modes for Continual Learning

Adapting model parameters to incoming streams of data is a crucial facto...
Siddhartha Datta, 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.
64
research
∙ 09/28/2022

Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure

Most Graph Neural Networks (GNNs) predict the labels of unseen graphs by...
Shaohua Fan, et al. ∙
36
research
∙ 09/29/2022

Bridging the Gap to Real-World Object-Centric Learning

Humans naturally decompose their environment into entities at the approp...
Maximilian Seitzer, et al. ∙
31
research
∙ 09/29/2022

GDIP: Gated Differentiable Image Processing for Object-Detection in Adverse Conditions

Detecting objects under adverse weather and lighting conditions is cruci...
Sanket Kalwar, et al. ∙
33
research
∙ 09/29/2022

Model Zoos: A Dataset of Diverse Populations of Neural Network Models

In the last years, neural networks (NN) have evolved from laboratory env...
Konstantin Schürholt, et al. ∙
41
research
∙ 09/28/2022

On the Robustness of Ensemble-Based Machine Learning Against Data Poisoning

Machine learning is becoming ubiquitous. From financial to medicine, mac...
Marco Anisetti, et al. ∙

Sign up for DeepAI

Join one of the world's largest A.I. communities

Already have an account? Login here

Login to DeepAI

Don't have an account? Signup here

SHARE