Adrián Javaloy

According to our database, Adrián Javaloy authored at least 7 papers between 2020 and 2023.

Collaborative distances:

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

2023

Causal normalizing flows: from theory to practice.

Adrián Javaloy, Pablo Sánchez-Martín, Isabel Valera

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learnable Graph Convolutional Attention Networks.

Adrián Javaloy, Pablo Sánchez-Martín, Amit Levi, Isabel Valera

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization.

Adrián Javaloy, Maryam Meghdadi, Isabel Valera

Proceedings of the International Conference on Machine Learning, 2022

RotoGrad: Gradient Homogenization in Multitask Learning.

Adrián Javaloy, Isabel Valera

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Rotograd: Dynamic Gradient Homogenization for Multi-Task Learning.

Adrián Javaloy, Isabel Valera

CoRR, 2021

2020

Lipschitz standardization for robust multivariate learning.

Adrián Javaloy, Isabel Valera

CoRR, 2020

Relative gradient optimization of the Jacobian term in unsupervised deep learning.

Luigi Gresele, Giancarlo Fissore, Adrián Javaloy, Bernhard Schölkopf, Aapo Hyvärinen

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020