AI Paper Summary

UC Berkeley Researchers Open-Source ‘RAD’ To Improve Any Reinforcement Learning Algorithm

In Reinforcement Learning (RL), it has always been challenging to learn from visual observations, which is a fundamental yet challenging problem. Despite algorithmic advancements...

SpeechSplit, an autoencoder that can decompose speech into content, timbre, rhythm and pitch

Human speech can be broken into four important components: content, timbre, pitch, and rhythm. The first component 'content' ofspeech shows the primary information in...

CogMol: Framework developed by IBM based on deep learning to accelerate therapeutic developments for COVID-19

The global novel Coronavirus (COVID-19) pandemic is rapidly evolving and expanding. There is still a lot of news coverage about community spread every day. While...

MIDAS: A New Approach with Real-Time Streaming Anomaly Detection in Dynamic Graphs

While most of the Machine learning articles are focussed on self-driving cars, GAN, and Image recognition, there are some other important areas that AI...

Stanza: Official Stanford NLP Python Library for Many Human Languages

Stanford University NLP researchers have built Stanza, a multi-human language tool kit. This is certainly worth a look for those working with text from...

Understanding the perception of COVID-19 policies by Multi-language Tweets Dataset

The goal of this project is to explore popular discourse about the COVID-19 pandemic and policies implemented to manage it. The author explains how...

Softmax Splatting for Video Frame Interpolation

In this paper, the author presents softmax splatting for differentiable forward warping and demonstrated its effectiveness on the application of frame interpolation. The author...

A Deep Generative Model for Fragment-Based Molecule Generation

In this paper, the authors discuss about the molecule generation, which is a challenging problem in cheminformatics. The two types of deep generative approaches...

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