Data Science & AI Research

research

∙ 01/04/2022

Self-supervised Learning from 100 Million Medical Images

Building accurate and robust artificial intelligence systems for medical...

Florin C. Ghesu, et al. ∙

research

∙ 01/01/2022

Matrix Decomposition and Applications

In 1954, Alston S. Householder published Principles of Numerical Analysi...

Jun Lu, et al. ∙

research

∙ 12/28/2021

Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience

The innate capacity of humans and other animals to learn a diverse, and ...

David McCaffary, et al. ∙

research

∙ 12/27/2021

Multimodal Image Synthesis and Editing: A Survey

As information exists in various modalities in real world, effective int...

Fangneng Zhan, et al. ∙

research

∙ 01/13/2022

Direct Mutation and Crossover in Genetic Algorithms Applied to Reinforcement Learning Tasks

Neuroevolution has recently been shown to be quite competitive in reinfo...

Tarek Faycal, et al. ∙

research

∙ 01/03/2022

Inferring Turbulent Parameters via Machine Learning

We design a machine learning technique to solve the general problem of i...

Michele Buzzicotti, et al. ∙

research

∙ 12/29/2021

Semantic Feature Extraction for Generalized Zero-shot Learning

Generalized zero-shot learning (GZSL) is a technique to train a deep lea...

Junhan Kim, et al. ∙

research

∙ 01/14/2022

A Survey of Pretrained Language Models Based Text Generation

Text Generation aims to produce plausible and readable text in human lan...

Junyi Li, et al. ∙

research

∙ 12/28/2021

Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks

Minimal adversarial perturbations added to inputs have been shown to be ...

Weiran Lin, et al. ∙

research

∙ 12/22/2021

Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach

State-of-the-art deep learning approaches for skin lesion recognition of...

Kirill Sirotkin, et al. ∙

research

∙ 01/12/2022

Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network

Beam selection for millimeter-wave links in a vehicular scenario is a ch...

Batool Salehi, et al. ∙

Discover the latest A.I. research.