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Biagio Brattoli
Biagio Brattoli
Research scientist at Lunit, previously AWS. PhD at Heidelberg University
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Title
Cited by
Cited by
Year
Improving spatiotemporal self-supervision by deep reinforcement learning
U Buchler, B Brattoli, B Ommer
Proceedings of the European conference on computer vision (ECCV), 770-786, 2018
922018
Cross and learn: Cross-modal self-supervision
N Sayed, B Brattoli, B Ommer
German Conference on Pattern Recognition, 228-243, 2018
662018
Mic: Mining interclass characteristics for improved metric learning
K Roth, B Brattoli, B Ommer
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
562019
Optogenetically stimulating intact rat corticospinal tract post-stroke restores motor control through regionalized functional circuit formation
AS Wahl, U Büchler, A Brändli, B Brattoli, S Musall, H Kasper, BV Ineichen, ...
Nature communications 8 (1), 1-16, 2017
532017
Lstm self-supervision for detailed behavior analysis
B Brattoli, U Buchler, AS Wahl, ME Schwab, B Ommer
Proceedings of the IEEE conference on computer vision and pattern …, 2017
522017
Rethinking zero-shot video classification: End-to-end training for realistic applications
B Brattoli, J Tighe, F Zhdanov, P Perona, K Chalupka
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
492020
Vidtr: Video transformer without convolutions
Y Zhang, X Li, C Liu, B Shuai, Y Zhu, B Brattoli, H Chen, I Marsic, J Tighe
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
37*2021
Early reduced behavioral activity induced by large strokes affects the efficiency of enriched environment in rats
AS Wahl, E Erlebach, B Brattoli, U Büchler, J Kaiser, BV Ineichen, ...
Journal of Cerebral Blood Flow & Metabolism 39 (10), 2022-2034, 2019
102019
Sharing matters for generalization in deep metric learning
T Milbich, K Roth, B Brattoli, B Ommer
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (1), 416-427, 2020
92020
ubam: Unsupervised behavior analysis and magnification using deep learning
B Brattoli, U Büchler, M Dorkenwald, P Reiser, L Filli, F Helmchen, ...
arXiv e-prints, arXiv: 2012.09237, 2020
32020
Unsupervised behaviour analysis and magnification (uBAM) using deep learning
B Brattoli, U Büchler, M Dorkenwald, P Reiser, L Filli, F Helmchen, ...
Nature Machine Intelligence 3 (6), 495-506, 2021
22021
X-GAN: Improving Generative Adversarial Networks with ConveX Combinations
O Blum, B Brattoli, B Ommer
German Conference on Pattern Recognition, 199-214, 2018
12018
Visual Similarity Using Limited Supervision
B Brattoli
Dissertation, Heidelberg, Universität Heidelberg, 2020, 2021
2021
SCVRL: Shuffled Contrastive Video Representation Learning
M Dorkenwald, F Xiao, B Brattoli, J Tighe, D Modolo
LSTM Self-Supervision for Detailed Behavior Analysis
U Büchler, B Brattoli, AS Wahl, ME Schwab, B Ommer
MIC: Mining Interclass Characteristics for Improved Metric Learning Download PDF
K Roth, B Brattoli, B Ommer
Cross and Learn: Cross-Modal Self-Supervision Download PDF
N Sayed, B Brattoli, B Ommer
Performance of hand gesture recognition with deep learning for infra-red camera
B Brattoli
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Articles 1–18