Trending Research

First Order Motion Model for Image Animation

NeurIPS 2019 AliaksandrSiarohin/first-order-model

To achieve this, we decouple appearance and motion information using a self-supervised formulation.

IMAGE ANIMATION VIDEO RECONSTRUCTION

1,848
5.54 stars / hour

Proximal Policy Optimization Algorithms

20 Jul 2017wangshub/RL-Stock

We propose a new family of policy gradient methods for reinforcement learning, which alternate between sampling data through interaction with the environment, and optimizing a "surrogate" objective function using stochastic gradient ascent.

DOTA 2 POLICY GRADIENT METHODS

584
4.22 stars / hour

Fiber: A Platform for Efficient Development and Distributed Training for Reinforcement Learning and Population-Based Methods

25 Mar 2020uber/fiber

Recent advances in machine learning are consistently enabled by increasing amounts of computation.

292
2.59 stars / hour

COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest Radiography Images

22 Mar 2020lindawangg/COVID-Net

Motivated by this, a number of artificial intelligence (AI) systems based on deep learning have been proposed and results have been shown to be quite promising in terms of accuracy in detecting patients infected with COVID-19 using chest radiography images.

COVID-19 DETECTION

318
1.25 stars / hour

COVID-19 Image Data Collection

25 Mar 2020ieee8023/covid-chestxray-dataset

This paper describes the initial COVID-19 open image data collection.

1,367
1.16 stars / hour

On the limits of cross-domain generalization in automated X-ray prediction

6 Feb 2020ieee8023/covid-chestxray-dataset

This large scale study focuses on quantifying what X-rays diagnostic prediction tasks generalize well across multiple different datasets.

DOMAIN GENERALIZATION

1,367
1.16 stars / hour

EfficientDet: Scalable and Efficient Object Detection

20 Nov 2019google/automl

Model efficiency has become increasingly important in computer vision.

AUTOML OBJECT DETECTION

1,555
0.98 stars / hour

Monocular Real-time Hand Shape and Motion Capture using Multi-modal Data

21 Mar 2020CalciferZh/minimal-hand

We present a novel method for monocular hand shape and pose estimation at unprecedented runtime performance of 100fps and at state-of-the-art accuracy.

MOTION CAPTURE POSE ESTIMATION

120
0.90 stars / hour

Improved Techniques for Training Single-Image GANs

25 Mar 2020tohinz/ConSinGAN

Recently there has been an interest in the potential of learning generative models from a single image, as opposed to from a large dataset.

IMAGE GENERATION

97
0.87 stars / hour

SinGAN: Learning a Generative Model from a Single Natural Image

ICCV 2019 tohinz/ConSinGAN

We introduce SinGAN, an unconditional generative model that can be learned from a single natural image.

IMAGE GENERATION

97
0.87 stars / hour