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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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