Compressed Hierarchical Representations for Multi-Task Learning and Task Clustering. - João Machado de Freitas; Sebastian Berg; Bernhard C. Geiger; Manfred Mücke (IJCNN, 2022)

FUNCK: Information Funnels and Bottlenecks for Invariant Representation Learning. - João Machado de Freitas; Bernhard C. Geiger (CoRR, 2022)

Avoiding Domain Drift and Constant Predictions with Diffusion Enhanced Vector-Quantized Autoencoders for Temperature Predictions. - Nina Lampl; João Machado de Freitas; Alexander Fuchs 009; Benedikt Brezina; Michael Klitzsch; Franz Pernkopf (ICASSP, 2025)