Search Results - "Valtl, Jakob"

Universal Adversarial Attacks on the Raw Data from a Frequency Modulated Continuous Wave Radar by Valtl, Jakob, Issakov, Vadim

“…As more and more applications rely on Artificial Intelligence (AI), it is inevitable to explore the associated safety and security risks, especially for…”
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Automatic Label Creation Framework for FMCW Radar Images Using Camera Data by Mendez, Javier, Schoenfeldt, Stephan, Tang, Xinyi, Valtl, Jakob, Cuellar, M. P., Morales, Diego P.

“…Data acquisition and treatment are key issues for any Deep Learning (DL) technique, especially in computer vision tasks. A big effort must be done for the…”
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A series of developmental validation tests for Number of Contributors platforms: Exemplars using NOCIt and a neural network by Valtl, Jakob, Mönich, Ullrich J., Lun, Desmond S., Kelley, James, Grgicak, Catherine M.

“…Complex DNA mixtures are challenging to interpret and require computational tools that aid in that interpretation. Recently, several computational methods that…”
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Frequency Modulated Continuous Wave Radar-Based Navigation Algorithm using Artificial Neural Network for Autonomous Driving by Valtl, Jakob, Issakov, Vadim

“…Autonomous driving is a highly complex task, which involves the use of numerous sensors and various algorithms. Testing of algorithms is difficult and…”
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Investigation for the Need of Traditional Data-Preprocessing when Applying Artificial Neural Networks to FMCW-Radar Data by Valtl, Jakob, Mendez, Javier, Mauro, Gianfranco, Cabrera, Antonio, Issakov, Vadim

“…Robust functionality of autonomous driving vehicles relies on their ability to detect obstables and various scenarios on the road. This can be only achieved by…”
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TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence by Bacciu, Davide, Akarmazyan, Siranush, Armengaud, Eric, Bacco, Manlio, Bravos, George, Calandra, Calogero, Carlini, Emanuele, Carta, Antonio, Cassara, Pietro, Coppola, Massimo, Davalas, Charalampos, Dazzi, Patrizio, Degennaro, Maria Carmela, Di Sarli, Daniele, Dobaj, Juergen, Gallicchio, Claudio, Girbal, Sylvain, Gotta, Alberto, Groppo, Riccardo, Lomonaco, Vincenzo, Macher, Georg, Mazzei, Daniele, Mencagli, Gabriele, Michail, Dimitrios, Micheli, Alessio, Peroglio, Roberta, Petroni, Salvatore, Potenza, Rosaria, Pourdanesh, Farank, Sardianos, Christos, Tserpes, Konstantinos, Tagliabo, Fulvio, Valtl, Jakob, Varlamis, Iraklis, Veledar, Omar

“…This paper discusses the perspective of the H2020 TEACHING project on the next generation of autonomous applications running in a distributed and highly…”
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TEACHING -- Trustworthy autonomous cyber-physical applications through human-centred intelligence by Bacciu, Davide, Akarmazyan, Siranush, Armengaud, Eric, Bacco, Manlio, Bravos, George, Calandra, Calogero, Carlini, Emanuele, Carta, Antonio, Cassara, Pietro, Coppola, Massimo, Davalas, Charalampos, Dazzi, Patrizio, Degennaro, Maria Carmela, Di Sarli, Daniele, Dobaj, Jürgen, Gallicchio, Claudio, Girbal, Sylvain, Gotta, Alberto, Groppo, Riccardo, Lomonaco, Vincenzo, Macher, Georg, Mazzei, Daniele, Mencagli, Gabriele, Michail, Dimitrios, Micheli, Alessio, Peroglio, Roberta, Petroni, Salvatore, Potenza, Rosaria, Pourdanesh, Farank, Sardianos, Christos, Tserpes, Konstantinos, Tagliabò, Fulvio, Valtl, Jakob, Varlamis, Iraklis, Veledar, Omar

“…This paper discusses the perspective of the H2020 TEACHING project on the next generation of autonomous applications running in a distributed and highly…”
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