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Vignesh Srinivasan
Vignesh Srinivasan
Verified email at hhi.fraunhofer.de
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Year
Learning the invisible: A hybrid deep learning-shearlet framework for limited angle computed tomography
TA Bubba, G Kutyniok, M Lassas, M März, W Samek, S Siltanen, ...
Inverse Problems 35 (6), 064002, 2019
1462019
A recurrent convolutional neural network approach for sensorless force estimation in robotic surgery
A Marban, V Srinivasan, W Samek, J Fernández, A Casals
Biomedical Signal Processing and Control 50, 134-150, 2019
732019
Interpretable human action recognition in compressed domain
V Srinivasan, S Lapuschkin, C Hellge, KR Müller, W Samek
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
432017
Multi-kernel prediction networks for denoising of burst images
T Marinč, V Srinivasan, S Gül, C Hellge, W Samek
2019 IEEE International Conference on Image Processing (ICIP), 2404-2408, 2019
342019
Robustifying Models Against Adversarial Attacks by Langevin Dynamics
V Srinivasan, C Rohrer, A Marban, KR Müller, W Samek, S Nakajima
Neural Networks 137, 1-17, 2021
31*2021
Estimation of interaction forces in robotic surgery using a semi-supervised deep neural network model
A Marban, V Srinivasan, W Samek, J Fernández, A Casals
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
202018
On the robustness of action recognition methods in compressed and pixel domain
V Srinivasan, S Gul, S Bosse, JT Meyer, T Schierl, C Hellge, W Samek
2016 6th European Workshop on Visual Information Processing (EUVIP), 1-6, 2016
122016
On the robustness of pretraining and self-supervision for a deep learning-based analysis of diabetic retinopathy
V Srinivasan, N Strodthoff, J Ma, A Binder, KR Müller, W Samek
arXiv preprint arXiv:2106.13497, 2021
112021
Estimating position & velocity in 3d space from monocular video sequences using a deep neural network
A Marban, V Srinivasan, W Samek, J Fernández, A Casals
Proceedings of the IEEE International Conference on Computer Vision …, 2017
82017
Black-box decision based adversarial attack with symmetric α-stable distribution
V Srinivasan, EE Kuruoglu, KR Müller, W Samek, S Nakajima
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
72019
Air Quality Monitoring and Data Management in Germany-Status Quo and Suggestions for Improvement
L Petry, H Herold, G Meinel, T Meiers, I Müller, E Kalusche, T Erbertseder, ...
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020
62020
Analyzing tweets to aid situational awareness
TLM van Kasteren, B Ulrich, V Srinivasan, ME Niessen
Advances in Information Retrieval: 36th European Conference on IR Research …, 2014
62014
Benign examples: Imperceptible changes can enhance image translation performance
V Srinivasan, KR Müller, W Samek, S Nakajima
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5842-5850, 2020
32020
Sharing hash codes for multiple purposes
W Pronobis, D Panknin, J Kirschnick, V Srinivasan, W Samek, V Markl, ...
Japanese Journal of Statistics and Data Science 1, 215-246, 2018
32018
Explainable sequence-to-sequence GRU neural network for pollution forecasting
S Mirzavand Borujeni, L Arras, V Srinivasan, W Samek
Scientific Reports 13 (1), 9940, 2023
22023
Defense against adversarial attacks by langevin dynamics
V Srinivasan, A Marban, KR Muller, W Samek, S Nakajima
arXiv preprint arXiv:1805.12017, 2019
22019
To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy
V Srinivasan, N Strodthoff, J Ma, A Binder, KR Müller, W Samek
Plos one 17 (10), e0274291, 2022
12022
Langevin Cooling for Unsupervised Domain Translation
V Srinivasan, KR Mueller, W Samek, S Nakajima
IEEE Transactions on Neural Networks and Learning Systems, 2022
12022
Langevin Cooling for Domain Translation
V Srinivasan, KR Müller, W Samek, S Nakajima
arXiv preprint arXiv:2008.13723, 2020
12020
Shot aggregating strategy for near-duplicate video retrieval
V Srinivasan, F Lefebvre, A Ozerov
2015 23rd European Signal Processing Conference (EUSIPCO), 1825-1829, 2015
12015
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