Trending Research

Reformer: The Efficient Transformer

13 Jan 2020google/trax

Large Transformer models routinely achieve state-of-the-art results on a number of tasks but training these models can be prohibitively costly, especially on long sequences.

LANGUAGE MODELLING

1,393
3.63 stars / hour

A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets

27 Jul 2017google/trax

The original ImageNet dataset is a popular large-scale benchmark for training Deep Neural Networks.

NEURAL ARCHITECTURE SEARCH

1,393
3.63 stars / hour

Depth-Aware Video Frame Interpolation

CVPR 2019 baowenbo/DAIN

The proposed model then warps the input frames, depth maps, and contextual features based on the optical flow and local interpolation kernels for synthesizing the output frame.

OPTICAL FLOW ESTIMATION VIDEO FRAME INTERPOLATION

624
1.50 stars / hour

deepmind-research

NeurIPS 2019 deepmind/deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

IMAGE CLASSIFICATION OBJECT DETECTION SEMANTIC SEGMENTATION

788
0.81 stars / hour

DDSP: Differentiable Digital Signal Processing

14 Jan 2020magenta/ddsp

In this paper, we introduce the Differentiable Digital Signal Processing (DDSP) library, which enables direct integration of classic signal processing elements with deep learning methods.

AUDIO GENERATION

919
0.80 stars / hour

Convolutional Pose Machines

CVPR 2016 smellslikeml/YogAI

Pose Machines provide a sequential prediction framework for learning rich implicit spatial models.

3D HUMAN POSE ESTIMATION STRUCTURED PREDICTION

120
0.69 stars / hour

Advbox: a toolbox to generate adversarial examples that fool neural networks

13 Jan 2020advboxes/AdvBox

In recent years, neural networks have been extensively deployed for computer vision tasks, particularly visual classification problems, where new algorithms reported to achieve or even surpass the human performance.

FACE RECOGNITION FACE SWAPPING

767
0.51 stars / hour

RobBERT: a Dutch RoBERTa-based Language Model

17 Jan 2020iPieter/RobBERT

Pre-trained language models have been dominating the field of natural language processing in recent years, and have led to significant performance gains for various complex natural language tasks.

LANGUAGE MODELLING SENTIMENT ANALYSIS

24
0.46 stars / hour

A generic framework for privacy preserving deep learning

9 Nov 2018OpenMined/PySyft

We detail a new framework for privacy preserving deep learning and discuss its assets.

PRIVACY PRESERVING DEEP LEARNING

4,622
0.44 stars / hour