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Year
Deep reinforcement learning for autonomous driving: A survey
BR Kiran, I Sobh, V Talpaert, P Mannion, AA Al Sallab, S Yogamani, ...
IEEE Transactions on Intelligent Transportation Systems 23 (6), 4909-4926, 2021
15822021
Advent: Adversarial entropy minimization for domain adaptation in semantic segmentation
TH Vu, H Jain, M Bucher, M Cord, P Pérez
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
13372019
Podnet: Pooled outputs distillation for small-tasks incremental learning
A Douillard, M Cord, C Ollion, T Robert, E Valle
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
5682020
Resmlp: Feedforward networks for image classification with data-efficient training
H Touvron, P Bojanowski, M Caron, M Cord, A El-Nouby, E Grave, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (4), 5314-5321, 2022
4412022
Boosting few-shot visual learning with self-supervision
S Gidaris, A Bursuc, N Komodakis, P Pérez, M Cord
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
4352019
Stylerig: Rigging stylegan for 3d control over portrait images
A Tewari, M Elgharib, G Bharaj, F Bernard, HP Seidel, P Pérez, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
3752020
Adversarial frontier stitching for remote neural network watermarking
E Le Merrer, P Perez, G Trédan
Neural Computing and Applications 32 (13), 9233-9244, 2020
3312020
Generating classification weights with gnn denoising autoencoders for few-shot learning
S Gidaris, N Komodakis
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
2972019
Few-shot object detection and viewpoint estimation for objects in the wild
Y Xiao, V Lepetit, R Marlet
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 3090-3106, 2022
2862022
Addressing failure prediction by learning model confidence
C Corbière, N Thome, A Bar-Hen, M Cord, P Pérez
Advances in Neural Information Processing Systems 32, 2019
2852019
Zero-shot semantic segmentation
M Bucher, TH Vu, M Cord, P Pérez
Advances in Neural Information Processing Systems 32, 2019
2722019
Woodscape: A multi-task, multi-camera fisheye dataset for autonomous driving
S Yogamani, C Hughes, J Horgan, G Sistu, P Varley, D O'Dea, M Uricár, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
2662019
ConvPoint: Continuous convolutions for point cloud processing
A Boulch
Computers & Graphics 88, 24-34, 2020
2562020
Diffedit: Diffusion-based semantic image editing with mask guidance
G Couairon, J Verbeek, H Schwenk, M Cord
ICLR 2023, 2022
2322022
Dense classification and implanting for few-shot learning
Y Lifchitz, Y Avrithis, S Picard, A Bursuc
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
2282019
Dada: Depth-aware domain adaptation in semantic segmentation
TH Vu, H Jain, M Bucher, M Cord, P Pérez
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
2182019
Dytox: Transformers for continual learning with dynamic token expansion
A Douillard, A Ramé, G Couairon, M Cord
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
2172022
Plop: Learning without forgetting for continual semantic segmentation
A Douillard, Y Chen, A Dapogny, M Cord
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1912021
End-to-end model-free reinforcement learning for urban driving using implicit affordances
M Toromanoff, E Wirbel, F Moutarde
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
1872020
xmuda: Cross-modal unsupervised domain adaptation for 3d semantic segmentation
M Jaritz, TH Vu, R Charette, E Wirbel, P Pérez
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
1742020
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