Nonlinear Control Based On Differential Geometry. - Gildeberto S. Cardoso; Oswaldo Ludwig; Leizer Schnitman (ARCS, 2008)

Improving the Generalization Properties of Neural Networks: an Application to Vehicle Detection. - Oswaldo Ludwig; Urbano Nunes 001 (ITSC, 2008)

Exploiting LIDAR-based features on pedestrian detection in urban scenarios. - Cristiano Premebida; Oswaldo Ludwig; Urbano Nunes 001 (ITSC, 2009)

LIDAR and vision-based pedestrian detection system. - Cristiano Premebida; Oswaldo Ludwig; Urbano Nunes 001 (J. Field Robotics, 2009)

A cascade classifier applied in pedestrian detection using laser and image-based features. - Cristiano Premebida; Oswaldo Ludwig; Marco Silva 001; Urbano Nunes 001 (ITSC, 2010)

Novel maximum-margin training algorithms for supervised neural networks. - Oswaldo Ludwig; Urbano Nunes 001 (IEEE Trans. Neural Networks, 2010)

Evaluation of Boosting-SVM and SRM-SVM cascade classifiers in laser and vision-based pedestrian detection. - Oswaldo Ludwig; Cristiano Premebida; Urbano Nunes 001; Rui Araújo (ITSC, 2011)

Improving the Generalization Capacity of Cascade Classifiers. - Oswaldo Ludwig; Urbano Nunes 001; Bernardete Ribeiro; Cristiano Premebida (IEEE Trans. Cybern., 2013)

Eigenvalue decay: A new method for neural network regularization. - Oswaldo Ludwig; Urbano Nunes 001; Rui Araújo (Neurocomputing, 2014)

Deep Learning with Eigenvalue Decay Regularizer. - Oswaldo Ludwig (CoRR, 2016)

Deep Embedding for Spatial Role Labeling. - Oswaldo Ludwig; Xiao Liu; Parisa Kordjamshidi; Marie-Francine Moens (CoRR, 2016)

Identifying Household Water Use through Transient Signal Classification. - Giovana Almeida; José Vieira; Alfeu Sá Marques; Alberto Cardoso; Oswaldo Ludwig (J. Comput. Civ. Eng., 2016)

End-to-end Adversarial Learning for Generative Conversational Agents. - Oswaldo Ludwig (CoRR, 2017)

Learning to Extract Action Descriptions From Narrative Text. - Oswaldo Ludwig; Quynh Ngoc Thi Do; Cameron G. Smith; Marc Cavazza; Marie-Francine Moens (IEEE Trans. Games, 2018)

Compressing Wav2vec2 for Embedded Applications. - Oswaldo Ludwig; Tom Claes (MLSP, 2023)

CLASSP: a Biologically-Inspired Approach to Continual Learning through Adjustment Suppression and Sparsity Promotion. - Oswaldo Ludwig (CoRR, 2024)

The Condition Number as a Scale-Invariant Proxy for Information Encoding in Neural Units. - Oswaldo Ludwig (CoRR, 2025)