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Benjamin Graham
Benjamin Graham
Meta AI
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3d semantic segmentation with submanifold sparse convolutional networks
B Graham, M Engelcke, L Van Der Maaten
Proceedings of the IEEE conference on computer vision and pattern …, 2018
11002018
Sparse 3D convolutional neural networks
B Graham
BMVC 2015, 150.1-150.9, 2015
737*2015
Fractional max-pooling
B Graham
arXiv preprint arXiv:1412.6071, 2014
6402014
Submanifold sparse convolutional networks
B Graham, L Van der Maaten
arXiv preprint arXiv:1706.01307, 2017
3622017
Spatially-sparse convolutional neural networks
B Graham
arXiv preprint arXiv:1409.6070, 2014
2452014
Levit: a vision transformer in convnet's clothing for faster inference
B Graham, A El-Nouby, H Touvron, P Stock, A Joulin, H Jégou, M Douze
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
2332021
Training with quantization noise for extreme model compression
A Fan, P Stock, B Graham, E Grave, R Gribonval, H Jegou, A Joulin
arXiv preprint arXiv:2004.07320, 2020
1602020
Kaggle diabetic retinopathy detection competition report
B Graham
University of Warwick, 24-26, 2015
1572015
Exploring data-efficient 3d scene understanding with contrastive scene contexts
J Hou, B Graham, M Nießner, S Xie
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
1412021
And the bit goes down: Revisiting the quantization of neural networks
P Stock, A Joulin, R Gribonval, B Graham, H Jégou
arXiv preprint arXiv:1907.05686, 2019
1302019
C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion
AV David Novotny, Nikhila Ravi, Benjamin Graham, Natalia Neverova
ICCV, 2019
130*2019
Automated plankton image analysis using convolutional neural networks
RKC Jessica Y. Luo, Jean‐Olivier Irisson, Benjamin Graham, Cedric Guigand ...
Limnology and Oceanography: Methods, 2018
107*2018
Sparse arrays of signatures for online character recognition
B Graham
arXiv preprint arXiv:1308.0371, 2013
932013
Influence and sharp-threshold theorems for monotonic measures
BT Graham, GR Grimmett
702006
Large-scale 3d shape reconstruction and segmentation from shapenet core55
L Yi, L Shao, M Savva, H Huang, Y Zhou, Q Wang, B Graham, M Engelcke, ...
arXiv preprint arXiv:1710.06104, 2017
662017
Analyzing spatially-sparse data based on submanifold sparse convolutional neural networks
BT Graham, LJP van der Maaten, MH Engelcke
US Patent 11,544,550, 2023
522023
Pri3d: Can 3d priors help 2d representation learning?
J Hou, S Xie, B Graham, A Dai, M Nießner
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
432021
3d multi-bodies: Fitting sets of plausible 3d human models to ambiguous image data
B Biggs, D Novotny, S Ehrhardt, H Joo, B Graham, A Vedaldi
Advances in Neural Information Processing Systems 33, 20496-20507, 2020
422020
The iisignature library: efficient calculation of iterated-integral signatures and log signatures
J Reizenstein, B Graham
https://arxiv.org/abs/1802.08252, 2018
392018
Sharp thresholds for the random-cluster and Ising models
B Graham, G Grimmett
252011
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