João Machado de Freitas

According to our database, João Machado de Freitas authored at least 3 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Avoiding Domain Drift and Constant Predictions with Diffusion Enhanced Vector-Quantized Autoencoders for Temperature Predictions.

Nina Lampl, João Machado de Freitas, Alexander Fuchs, Benedikt Brezina, Michael Klitzsch, Franz Pernkopf

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2022

FUNCK: Information Funnels and Bottlenecks for Invariant Representation Learning.

João Machado de Freitas, Bernhard C. Geiger

CoRR, 2022

Compressed Hierarchical Representations for Multi-Task Learning and Task Clustering.

João Machado de Freitas, Sebastian Berg, Bernhard C. Geiger, Manfred Mücke

Proceedings of the International Joint Conference on Neural Networks, 2022