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Steve DIAS DA CRUZ
Steve DIAS DA CRUZ
Unknown affiliation
Verified email at cruz.lu
Title
Cited by
Cited by
Year
SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark
S Dias Da Cruz, O Wasenmüller, HP Beise, T Stifter, D Stricker
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
51*2020
A Theoretical Investigation of the Detection of Vital Signs in Presence of Car Vibrations and RADAR-Based Passenger Classification
S Dias Da Cruz, HP Beise, U Schröder, U Karahasanovic
IEEE Transactions on Vehicular Technology 68 (4), 3374-3385, 2019
252019
On decision regions of narrow deep neural networks
HP Beise, S Dias Da Cruz, U Schröder
Neural Networks 140, 121-129, 2021
212021
Autoencoder Based Inter-Vehicle Generalization for In-Cabin Occupant Classification
S Dias Da Cruz, B Taetz, O Wasenmüller, T Stifter, D Stricker
2021 IEEE Intelligent Vehicles Symposium (IV), 1296-1303, 2021
72021
Illumination Normalization by Partially Impossible Encoder-Decoder Cost Function
S Dias Da Cruz, B Taetz, T Stifter, D Stricker
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
7*2020
Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes
S Dias Da Cruz, B Taetz, T Stifter, D Stricker
International Conference on Pattern Recognition (ICPR), 10.1109/ICPR56361 …, 2022
4*2022
Expressiveness of Neural Networks Having Width Equal or Below the Input Dimension
HP Beise, S Dias Da Cruz
arXiv preprint arXiv:2011.04923, 2020
42020
Autoencoder and Partially Impossible Reconstruction Losses
S Dias Da Cruz, B Taetz, T Stifter, D Stricker
Sensors 22 (13), 4862, 2022
32022
Detection of Vital Signs in Presence of Car Vibrations and RADAR-Based Passenger Classification
S Dias Da Cruz, HP Beise, U Schröder, U Karahasanovic
2018 19th International Radar Symposium (IRS), 1-10, 2018
32018
Autoencoder Attractors for Uncertainty Estimation
S Dias Da Cruz, B Taetz, T Stifter, D Stricker
International Conference on Pattern Recognition (ICPR), 10.1109/ICPR56361 …, 2022
22022
System and method for radar-based determination of a number of passengers inside a vehicle passenger compartment
S Dias Da Cruz, HP Beise, U Karahasanovic
US Patent App. 16/630,778, 2021
2*2021
Topological properties of basins of attraction and expressiveness of width bounded neural networks
HP Beise, S Dias Da Cruz
arXiv preprint arXiv:2011.04923, 2020
22020
An Overview of the SVIRO Dataset and Benchmark
S Dias Da Cruz, O Wasenmüller, HP Beise, T Stifter, D Stricker
ACM Computer Science in Cars Symposium (CSCS), 2019
1*2019
Topological properties of basins of attraction of width bounded autoencoders
HP Beise, SD Da Cruz
Analysis and Applications, 2024
2024
Towards Reliable Computer Vision Feature Extraction by Novel Autoencoder Methods
S DIAS DA CRUZ
Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, 2023
2023
Method and system for processing neural network predictions in the presence of adverse perturbations
HP Beise, U Schröder, SD DA CRUZ, J Sokolowski
US Patent App. 17/420,776, 2022
2022
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