Discover the latest A.I. research.

Zendo DeepAI's computer vision software
Research Discover the latest A.I. research
Definitions Learn top data science & A.I. terms
News Track the latest news coverage in A.I.
Datasets Discover datasets for A.I. & data science
popular newest
115
research
∙ 08/05/2022

Why Do Networks Need Negative Weights?

Why do networks have negative weights at all? The answer is: to learn mo...
Qingyang Wang, et al. ∙
97
research
∙ 08/01/2022

What do Deep Neural Networks Learn in Medical Images?

Deep learning is increasingly gaining rapid adoption in healthcare to he...
Beentherize, et al. ∙
84
research
∙ 08/07/2022

No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects

Convolutional neural networks (CNNs) have made resounding success in man...
Raja Sunkara, et al. ∙
60
research
∙ 07/22/2022

Deep neural network heatmaps capture Alzheimer's disease patterns reported in a large meta-analysis of neuroimaging studies

Deep neural networks currently provide the most advanced and accurate ma...
Di Wang, et al. ∙
57
research
∙ 08/04/2022

ZeroMesh: Zero-shot Single-view 3D Mesh Reconstruction

Single-view 3D object reconstruction is a fundamental and challenging co...
Xianghui Yang, et al. ∙
56
research
∙ 07/24/2022

Online Continual Learning with Contrastive Vision Transformer

Online continual learning (online CL) studies the problem of learning se...
Zhen Wang, et al. ∙
56
research
∙ 08/10/2022

High-Frequency Space Diffusion Models for Accelerated MRI

Denoising diffusion probabilistic models (DDPMs) have been shown to have...
Chentao Cao, et al. ∙
55
research
∙ 08/02/2022

A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting

Earth Observatory is a growing research area that can capitalize on the ...
Alabi Bojesomo, et al. ∙
55
research
∙ 08/09/2022

Disentangled Representation Learning Using (β-)VAE and GAN

Given a dataset of images containing different objects with different fe...
Mohammad Haghir Ebrahimabadi, et al. ∙
51
research
∙ 08/08/2022

Neural Optimization Machine: A Neural Network Approach for Optimization

A novel neural network (NN) approach is proposed for constrained optimiz...
Jie Chen, et al. ∙
51
research
∙ 08/11/2022

HyperTime: Implicit Neural Representation for Time Series

Implicit neural representations (INRs) have recently emerged as a powerf...
Elizabeth Fons, 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