Oliver De Candido

25 papers B 1C 1Misc 2Journal 10Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Latent Generative Models with Tunable Complexity for Compressed Sensing and other Inverse Problems.
CoRR
Sean Gunn, Jorio Cocola, Oliver De Candido, Vaggos Chatziafratis, Paul Hand
2024 Misc conf
Evaluating AI-Based Components in Autonomous Railway Systems - A Methodology.
KI
Jan Roßbach, Oliver De Candido, Ahmed Hammam, Michael Leuschel
2024 J jnl
Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations.
CoRR
Ahmed Hammam, Bharathwaj Krishnaswami Sreedhar, Nura Kawa, Tim Patzelt, Oliver De Candido
2023 — conf
Detecting an Offset-Adjusted Similarity Score based on Duchenne Smiles.
CHI Extended Abstracts
Maximilian Henneberg, Chloe Eghtebas, Oliver De Candido, Kai Kunze, Jamie A. Ward
2023 J jnl
Encouraging Validatable Features in Machine Learning-Based Highly Automated Driving Functions.
IEEE Trans. Intell. Veh.
Oliver De Candido, Michael Koller, Wolfgang Utschick
2023 J jnl
Interpretable Classifiers Based on Time-Series Motifs for Lane Change Prediction.
IEEE Trans. Intell. Veh.
Kathrin Klein, Oliver De Candido, Wolfgang Utschick
2023 — conf
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows.
ITSC
Jia Yu Tee, Oliver De Candido, Wolfgang Utschick, Philipp Geiger
2023 J jnl
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows.
CoRR
Jia Yu Tee, Oliver De Candido, Wolfgang Utschick, Philipp Geiger
2022 — conf
An Analysis of Distributional Shifts in Automated Driving Functions in Highway Scenarios.
VTC Spring
Oliver De Candido, Xinyang Li, Wolfgang Utschick
2021 C conf
An Interpretable Lane Change Detector Algorithm based on Deep Autoencoder Anomaly Detection.
IV
Oliver De Candido, Maximilian Binder, Wolfgang Utschick
2021 J jnl
Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders.
CoRR
Philipp Joppich, Sebastian Dorn, Oliver De Candido, Wolfgang Utschick, Jakob Knollmüller
2021 — conf
Interpretable Early Prediction of Lane Changes Using a Constrained Neural Network Architecture.
ITSC
Oliver Gallitz, Oliver De Candido, Michael Botsch, Wolfgang Utschick
2021 Misc conf
Learning to Detect Adversarial Examples Based on Class Scores.
KI
Tobias Uelwer, Felix Michels, Oliver De Candido
2021 J jnl
Learning to Detect Adversarial Examples Based on Class Scores.
CoRR
Tobias Uelwer, Felix Michels, Oliver De Candido
2021 — conf
Parameter Sharing Reinforcement Learning for Modeling Multi-Agent Driving Behavior in Roundabout Scenarios.
ITSC
Fabian Konstantinidis, Ulrich Hofmann, Moritz Sackmann, Jörn Thielecke, Oliver De Candido, Wolfgang Utschick
2020 — conf
Interpretable Machine Learning Structure for an Early Prediction of Lane Changes.
ICANN (1)
Oliver Gallitz, Oliver De Candido, Michael Botsch, Ron Melz, Wolfgang Utschick
2020 — conf
Towards Feature Validation in Time to Lane Change Classification using Deep Neural Networks.
ITSC
Oliver De Candido, Michael Koller, Oliver Gallitz, Ron Melz, Michael Botsch, Wolfgang Utschick
2019 — conf
Interpretable Feature Generation using Deep Neural Networks and its Application to Lane Change Detection.
ITSC
Oliver Gallitz, Oliver De Candido, Michael Botsch, Wolfgang Utschick
2019 J jnl
Reconsidering Linear Transmit Signal Processing in 1-Bit Quantized Multi-User MISO Systems.
IEEE Trans. Wirel. Commun.
Oliver De Candido, Hela Jedda, Amine Mezghani, A. Lee Swindlehurst, Josef A. Nossek
2018 J jnl
Reconsidering Linear Transmit Signal Processing in 1-Bit Quantized Multi-User MISO Systems.
CoRR
Oliver De Candido, Hela Jedda, Amine Mezghani, A. Lee Swindlehurst, Josef A. Nossek
2017 B conf
Are Traditional Signal Processing Techniques Rate Maximizing in Quantized SU-MISO Systems?
GLOBECOM
Oliver De Candido, Hela Jedda, Amine Mezghani, A. Lee Swindlehurst, Josef A. Nossek
2017 J jnl
DFE/THP duality for FBMC with highly frequency selective channels.
CoRR
Hela Jedda, Leonardo Gomes Baltar, Oliver De Candido, Amine Mezghani, Josef A. Nossek
2016 — conf
Downlink Precoder and Equalizer Designs for Multi-User MIMO FBMC/OQAM.
WSA
Oliver De Candido, Sher Ali Cheema, Leonardo Gomes Baltar, Martin Haardt, Josef A. Nossek
2015 — conf
DFE/THP duality for FBMC with highly frequency selective channels.
EUSIPCO
Hela Jedda, Leonardo Gomes Baltar, Oliver De Candido, Amine Mezghani, Josef A. Nossek
2015 — conf
SIMO/MISO MSE-Duality for Multi-User FBMC with Highly Frequency Selective Channels.
WSA
Oliver De Candido, Leonardo Gomes Baltar, Amine Mezghani, Josef A. Nossek