Data Science & AI Research

research

∙ 09/02/2022

Diffusion Models: A Comprehensive Survey of Methods and Applications

Diffusion models are a class of deep generative models that have shown i...

Ling Yang, et al. ∙

research

∙ 09/10/2022

Diffusion Models in Vision: A Survey

Denoising diffusion models represent a recent emerging topic in computer...

Florinel-Alin Croitoru, et al. ∙

research

∙ 09/16/2022

Malicious Source Code Detection Using Transformer

Open source code is considered a common practice in modern software deve...

Chen Tsfaty, et al. ∙

research

∙ 09/01/2022

Learning with Differentiable Algorithms

Classic algorithms and machine learning systems like neural networks are...

Felix Petersen, et al. ∙

research

∙ 09/20/2022

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering

When answering a question, humans utilize the information available acro...

Pan Lu @ UCLA, et al. ∙

research

∙ 09/15/2022

A Geometric Perspective on Variational Autoencoders

This paper introduces a new interpretation of the Variational Autoencode...

Clément Chadebec, et al. ∙

research

∙ 09/13/2022

A Robust Scientific Machine Learning for Optimization: A Novel Robustness Theorem

Scientific machine learning (SciML) is a field of increasing interest in...

Luana P. Queiroz, et al. ∙

research

∙ 09/20/2022

Neural Graph Databases

Graph databases (GDBs) enable processing and analysis of unstructured, c...

Maciej Besta, et al. ∙

research

∙ 09/21/2022

Deep Learning on Home Drone: Searching for the Optimal Architecture

We suggest the first system that runs real-time semantic segmentation vi...

Alaa Maalouf, et al. ∙

research

∙ 09/05/2022

ADTR: Anomaly Detection Transformer with Feature Reconstruction

Anomaly detection with only prior knowledge from normal samples attracts...

Zhiyuan You, et al. ∙

research

∙ 09/15/2022

Morphology-Aware Interactive Keypoint Estimation

Diagnosis based on medical images, such as X-ray images, often involves ...

Jinhee Kim, et al. ∙