Trending Research

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

840
4.42 stars / hour

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.

996
2.00 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

996
2.00 stars / hour

Optuna: A Next-generation Hyperparameter Optimization Framework

25 Jul 2019pfnet/optuna

We will present the design-techniques that became necessary in the development of the software that meets the above criteria, and demonstrate the power of our new design through experimental results and real world applications.

HYPERPARAMETER OPTIMIZATION

1,773
1.21 stars / hour

CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for Chinese

13 Jan 2020CLUEbenchmark/CLUENER2020

In this paper, we introduce the NER dataset from CLUE organization (CLUENER2020), a well-defined fine-grained dataset for named entity recognition in Chinese.

CHINESE NAMED ENTITY RECOGNITION

186
1.08 stars / hour

deepmind-research

NeurIPS 2019 deepmind/deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

OMNIGLOT UNSUPERVISED REPRESENTATION LEARNING

700
1.05 stars / hour

DiffTaichi: Differentiable Programming for Physical Simulation

1 Oct 2019yuanming-hu/difftaichi

We present DiffTaichi, a new differentiable programming language tailored for building high-performance differentiable physical simulators.

PHYSICAL SIMULATIONS

796
0.78 stars / hour

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

9 Jan 2020EndlessSora/DeeperForensics-1.0

In this paper, we present our on-going effort of constructing a large-scale benchmark, DeeperForensics-1. 0, for face forgery detection.

FACE SWAPPING

123
0.75 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

4,514
0.71 stars / hour

wav2letter++: The Fastest Open-source Speech Recognition System

18 Dec 2018facebookresearch/wav2letter

This paper introduces wav2letter++, the fastest open-source deep learning speech recognition framework.

SPEECH RECOGNITION

4,701
0.49 stars / hour