Trending Research

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

26 Sep 2019google-research/ALBERT

Increasing model size when pretraining natural language representations often results in improved performance on downstream tasks.

LINGUISTIC ACCEPTABILITY NATURAL LANGUAGE INFERENCE QUESTION ANSWERING SEMANTIC TEXTUAL SIMILARITY

1,626
0.46 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

164
0.45 stars / hour

Molecule Attention Transformer

19 Feb 2020gmum/MAT

Designing a single neural network architecture that performs competitively across a range of molecule property prediction tasks remains largely an open challenge, and its solution may unlock a widespread use of deep learning in the drug discovery industry.

DRUG DISCOVERY

14
0.42 stars / hour

detectron2

CVPR 2019 facebookresearch/detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

INSTANCE SEGMENTATION PANOPTIC SEGMENTATION

8,038
0.38 stars / hour

WeatherBench: A benchmark dataset for data-driven weather forecasting

2 Feb 2020pangeo-data/WeatherBench

Data-driven approaches, most prominently deep learning, have become powerful tools for prediction in many domains.

WEATHER FORECASTING

101
0.36 stars / hour

Video Frame Interpolation via Adaptive Separable Convolution

ICCV 2017 sniklaus/pytorch-sepconv

Our method develops a deep fully convolutional neural network that takes two input frames and estimates pairs of 1D kernels for all pixels simultaneously.

OPTICAL FLOW ESTIMATION VIDEO FRAME INTERPOLATION

725
0.32 stars / hour

On the Measure of Intelligence

5 Nov 2019fchollet/ARC

To make deliberate progress towards more intelligent and more human-like artificial systems, we need to be following an appropriate feedback signal: we need to be able to define and evaluate intelligence in a way that enables comparisons between two systems, as well as comparisons with humans.

1,028
0.32 stars / hour

An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection

22 Apr 2019youngwanLEE/vovnet-detectron2

As DenseNet conserves intermediate features with diverse receptive fields by aggregating them with dense connection, it shows good performance on the object detection task.

REAL-TIME OBJECT DETECTION SEMANTIC SEGMENTATION SMALL OBJECT DETECTION

41
0.27 stars / hour

Encode, Tag, Realize: High-Precision Text Editing

IJCNLP 2019 google-research/lasertagger

We propose LaserTagger - a sequence tagging approach that casts text generation as a text editing task.

ABSTRACTIVE TEXT SUMMARIZATION TEXT GENERATION

280
0.27 stars / hour