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

1,219
5.20 stars / hour

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

1,219
5.20 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

244
1.13 stars / hour

Improved Baselines with Momentum Contrastive Learning

9 Mar 2020facebookresearch/moco

Contrastive unsupervised learning has recently shown encouraging progress, e. g., in Momentum Contrast (MoCo) and SimCLR.

DATA AUGMENTATION REPRESENTATION LEARNING SELF-SUPERVISED IMAGE CLASSIFICATION

544
0.94 stars / hour

Momentum Contrast for Unsupervised Visual Representation Learning

13 Nov 2019facebookresearch/moco

This enables building a large and consistent dictionary on-the-fly that facilitates contrastive unsupervised learning.

REPRESENTATION LEARNING SELF-SUPERVISED IMAGE CLASSIFICATION

544
0.94 stars / hour

SOLOv2: Dynamic, Faster and Stronger

23 Mar 2020WXinlong/SOLO

Importantly, we take one step further by dynamically learning the mask head of the object segmenter such that the mask head is conditioned on the location.

INSTANCE SEGMENTATION OBJECT DETECTION PANOPTIC SEGMENTATION

164
0.73 stars / hour

SOLO: Segmenting Objects by Locations

10 Dec 2019WXinlong/SOLO

We present a new, embarrassingly simple approach to instance segmentation in images.

INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

164
0.73 stars / hour

Stanza: A Python Natural Language Processing Toolkit for Many Human Languages

16 Mar 2020stanfordnlp/stanza

We introduce Stanza, an open-source Python natural language processing toolkit supporting 66 human languages.

COREFERENCE RESOLUTION DEPENDENCY PARSING LEMMATIZATION NAMED ENTITY RECOGNITION RELATION EXTRACTION TOKENIZATION

3,667
0.70 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

1,251
0.69 stars / hour

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference

15 Oct 2019google-research/seed_rl

We present a modern scalable reinforcement learning agent called SEED (Scalable, Efficient Deep-RL).

Q-LEARNING

260
0.95 stars / hour