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Biagio Brattoli
Biagio Brattoli
Research scientist at Lunit, previously AWS. PhD at Heidelberg University
Verified email at lunit.io - Homepage
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
1122018
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
99*2021
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
802020
Cross and learn: Cross-modal self-supervision
N Sayed, B Brattoli, B Ommer
Pattern Recognition: 40th German Conference, GCPR 2018, Stuttgart, Germany …, 2019
802019
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
772019
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), 1187, 2017
642017
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
572017
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
162020
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
142019
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
72021
ubam: Unsupervised behavior analysis and magnification using deep learning
B Brattoli, U Büchler, M Dorkenwald, P Reiser, L Filli, F Helmchen, ...
CoRR, 2020
32020
Scvrl: Shuffled contrastive video representation learning
M Dorkenwald, F Xiao, B Brattoli, J Tighe, D Modolo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
22022
X-gan: Improving generative adversarial networks with convex combinations
O Blum, B Brattoli, B Ommer
Pattern Recognition: 40th German Conference, GCPR 2018, Stuttgart, Germany …, 2019
22019
Visual Similarity Using Limited Supervision
B Brattoli
2021
LSTM Self-Supervision for Detailed Behavior Analysis
U Büchler, B Brattoli, AS Wahl, ME Schwab, B Ommer
Performance of hand gesture recognition with deep learning for infra-red camera
B Brattoli
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Articles 1–16