About
Discord Stateoftheart AI
GitHub

Publications

38

Cited by

24341

Soumith Chintala

artificial intelligencedeep learningmachine learningcomputer vision
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United States

Papers and Citations

1 - 50
Unsupervised representation learning with deep convolutional generative adversarial networks
2015
Luke Metz
Alec Radford
Soumith Chintala
Cited by 9389
Wasserstein generative adversarial networks
2017
Soumith Chintala
Martin Arjovsky
Leon Bottou
Cited by 7081
Wasserstein gan
2017
Leon Bottou
Martin Arjovsky
Soumith Chintala
Cited by 5631
Automatic differentiation in pytorch
2017
Zeming Lin
Adam Paszke
Sam Gross
+7
Cited by 5511
Pytorch: An imperative style, high-performance deep learning library
2019
Alykhan Tejani
Martin Raison
James Bradbury
+18
Cited by 2137
Deep generative image models using a laplacian pyramid of adversarial networks
2015
Soumith Chintala
Rob Fergus
Arthur Szlam
+4
Cited by 1937
Deep generative image models using a laplacian pyramid of adversarial networks
2015
E Denton
Soumith Chintala
Rob Fergus
Cited by 1678
Pedestrian detection with unsupervised multi-stage feature learning
2013
koray kavukcuoglu
Yann LeCun
Soumith Chintala
+1
Cited by 927
Semantic segmentation using adversarial networks
2016
Soumith Chintala
Jakob Verbeek
Pauline Luc
+1
Cited by 550
Convolutional neural networks applied to house numbers digit classification
2012
Soumith Chintala
Yann LeCun
Pierre Sermanet
Cited by 498
Fast convolutional nets with fbfft: A GPU performance evaluation
2015
Michael Mathieu
Soumith Chintala
Serkan Piantino
+3
Cited by 291
Applied machine learning at facebook: A datacenter infrastructure perspective
2018
Soumith Chintala
Kim Hazelwood
David Brooks
+14
Cited by 215
A multipath network for object detection
2016
Soumith Chintala
Tsung-Yi Lin
Sergey Zagoruyko
+4
Cited by 168
Episodic exploration for deep deterministic policies: An application to starcraft micromanagement tasks
2016
Soumith Chintala
Usunier Nicolas
Zeming Lin
+1
Cited by 133
Torchcraft: a library for machine learning research on real-time strategy games
2016
Florian Richoux
Nantas Nardelli
Soumith Chintala
+5
Cited by 92
MazeBase: A Sandbox for Learning from Games
2015
Rob Fergus
Gabriel Synnaeve
Soumith Chintala
+2
Cited by 67
Discovering causal signals in images
2017
Robert Nishihara
Soumith Chintala
Leon Bottou
+2
Cited by 65
A mathematical motivation for complex-valued convolutional networks
2016
Joan Bruna
Serkan Piantino
Soumith Chintala
+3
Cited by 64
Transformation-based models of video sequences
2017
Soumith Chintala
Arthur Szlam
Du Tran
+4
Cited by 45
Generalized inner loop meta-learning
2019
Soumith Chintala
Kyunghyun Cho
Edward Grefenstette
+6
Cited by 43
Convolutional networks and learning invariant to homogeneous multiplicative scalings
2015
M Tygert
Yuandong Tian
Soumith Chintala
+3
Cited by 23
A theoretical argument for complex-valued convolutional networks
2015
A Szlam
M Tygert
Yann LeCun
+3
Cited by 18
Scale-invariant learning and convolutional networks
2017
M Tygert
Marc'Aurelio Ranzato
Wojciech Zaremba
+3
Cited by 18
Sentiment Analysis using neural architectures
2012
Soumith Chintala
Cited by 14
Producing higher-quality samples of natural images
2019
Rob Fergus
Soumith Chintala
Arthur Szlam
+1
Cited by 13
Training language models using target-propagation
2017
Nicolas Vasilache
Ruoyu Sun
Marc'Aurelio Ranzato
+4
Cited by 6
Episodic exploration for deep deterministic policies for StarCraft micromanagement
2016
Zeming Lin
Usunier Nicolas
Soumith Chintala
+1
Cited by 6
Frame Based Intelligent Tutoring System with Weighted Attributes and Adaptive Hypermedia
2010
A Kannammal
Devang Negandhi
Aditya Chopra
+3
Cited by 5
Understanding Natural Language with Deep Neural Networks Using Torch
2016
Soumith Chintala
Cited by 2
PyTorch distributed: experiences on accelerating data parallel training
2020
Brian Vaughan
Rohan Varma
Shen Li
+8
Cited by 1
droidlet: modular, heterogenous, multi-modal agents
2021
R Qian
A Pratik
Soumith Chintala
+2
Cited by
higher: A Pytorch Meta-Learning Library
Brandon Amos
Douwe Kiela
Kyunghyun Cho
+6
Cited by