Παρακολούθηση
Soumith Chintala
Soumith Chintala
Meta AI
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα nyu.edu - Αρχική σελίδα
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Pytorch: An imperative style, high-performance deep learning library
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
Advances in Neural Information Processing Systems, 8024--8035, 2019
71691*2019
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
A Radford, L Metz, S Chintala
International Conference on Learning Representations, 2015
197352015
Wasserstein generative adversarial networks
M Arjovsky, S Chintala, L Bottou
International conference on machine learning, 214-223, 2017
189382017
The llama 3 herd of models
A Grattafiori, A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, ...
arXiv preprint arXiv:2407.21783, 2024
37302024
Deep generative image models using a laplacian pyramid of adversarial networks
E Denton, S Chintala, A Szlam, R Fergus
Advances in Neural Information Processing Systems, 2015
31232015
Pedestrian detection with unsupervised multi-stage feature learning
P Sermanet, K Kavukcuoglu, S Chintala, Y LeCun
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
11292013
Semantic segmentation using adversarial networks
P Luc, C Couprie, S Chintala, J Verbeek
Neural Information Processing Systems Workshop on Adversarial Training, 2016
10362016
Convolutional neural networks applied to house numbers digit classification
P Sermanet, S Chintala, Y LeCun
International Conference on Pattern Recognition, 3288-3291, 2012
8042012
Applied machine learning at facebook: A datacenter infrastructure perspective
K Hazelwood, S Bird, D Brooks, S Chintala, U Diril, D Dzhulgakov, ...
2018 IEEE International Symposium on High Performance Computer Architecture …, 2018
7952018
Pytorch distributed: Experiences on accelerating data parallel training
S Li, Y Zhao, R Varma, O Salpekar, P Noordhuis, T Li, A Paszke, J Smith, ...
Proceedings of the VLDB Endowment, 2020
7322020
Pytorch 2: Faster machine learning through dynamic python bytecode transformation and graph compilation
J Ansel, E Yang, H He, N Gimelshein, A Jain, M Voznesensky, B Bao, ...
Proceedings of the 29th ACM International Conference on Architectural …, 2024
5032024
Fast convolutional nets with fbfft: A GPU performance evaluation
N Vasilache, J Johnson, M Mathieu, S Chintala, S Piantino, Y LeCun
International Conference on Learning Representations, 2015
4222015
Pytorch: An imperative style, high-performance deep learning library. arXiv 2019
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
arXiv preprint arXiv:1912.01703 10, 1912
3281912
Discovering causal signals in images
D Lopez-Paz, R Nishihara, S Chintala, B Scholkopf, L Bottou
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
2932017
A multipath network for object detection
S Zagoruyko, A Lerer, TY Lin, PO Pinheiro, S Gross, S Chintala, P Dollár
British Machine Vision Conference 2016, 2016
2882016
Torchaudio: Building blocks for audio and speech processing
YY Yang, M Hira, Z Ni, A Astafurov, C Chen, C Puhrsch, D Pollack, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2202022
PyTorch: an imperative style
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
High-Performance Deep Learning Library 12, 2019
1952019
Episodic exploration for deep deterministic policies for starcraft micromanagement
N Usunier, G Synnaeve, Z Lin, S Chintala
International Conference on Learning Representations, 2017
192*2017
Generalized inner loop meta-learning
E Grefenstette, B Amos, D Yarats, PM Htut, A Molchanov, F Meier, D Kiela, ...
arXiv preprint arXiv:1910.01727, 2019
1912019
Unsupervised representation learning with deep convolutional generative adversarial networks (2016)
A Radford, L Metz, S Chintala
arXiv preprint arXiv:1511.06434, 2015
1542015
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