PyTorch: An Imperative Style, High-Performance Deep Learning Library

Adam Paszke, Sam Gross, Francisco Massa, +18

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningData ScienceHardware Acceleration +13

Automatic differentiation in PyTorch

Adam Paszke, Sam Gross, Soumith Chintala, +7

Geometric LearningComputational ScienceEngineeringMachine LearningAutomatic Differentiation +3

fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Myle Ott, Sergey Edunov, Alexei Baevski, +5

Angela FanExtensible ToolkitEngineeringSequence AlignmentNatural Language Processing +17

A universal SNP and small-indel variant caller using deep neural networks

Ryan Poplin, Pi-Chuan Chang, David H. Alexander, +11

Nature Biotechnology

BioinformaticsAllelic VariantDeep Neural NetworksEngineeringGenetics +10

fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Myle Ott, Sergey Edunov, Alexei Baevski, +5

arXiv (Cornell University)

Artificial IntelligenceExtensible ToolkitEngineeringMachine LearningSequence Alignment +21

A MultiPath Network for Object Detection

Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, +4

Convolutional Neural NetworkMultipath NetworkMachine VisionImage AnalysisMachine Learning +10

Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks

Emily Denton, Sam Gross, Rob Fergus

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningImage Analysis +14

Creating a universal SNP and small indel variant caller with deep neural networks

Ryan Poplin, Pi-Chuan Chang, David H. Alexander, +11

EngineeringMachine LearningDeep Whole GenomesGeneticsGenomics +15

Learning Physical Intuition of Block Towers by Example

Adam Lerer, Sam Gross, Rob Fergus

arXiv (Cornell University)

Artificial IntelligenceGeometric LearningEngineeringMachine LearningWooden Blocks +15

Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks

Sam Gross, Rob Fergus

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningImage Analysis +14