Javaloy, Adrián

7 publications

NeurIPS 2025 DeCaFlow: A Deconfounding Causal Generative Model Alejandro Almodóvar, Adrián Javaloy, Juan Parras, Santiago Zazo, Isabel Valera

NeurIPS 2023 Causal Normalizing Flows: From Theory to Practice Adrián Javaloy, Pablo Sanchez-Martin, Isabel Valera

ICLR 2023 Learnable Graph Convolutional Attention Networks Adrián Javaloy, Pablo Sanchez Martin, Amit Levi, Isabel Valera

NeurIPSW 2022 Learnable Graph Convolutional Attention Networks Adrián Javaloy, Pablo Sanchez Martin, Amit Levi, Isabel Valera

ICML 2022 Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization Adrian Javaloy, Maryam Meghdadi, Isabel Valera

ICLR 2022 RotoGrad: Gradient Homogenization in Multitask Learning Adrián Javaloy, Isabel Valera

NeurIPS 2020 Relative Gradient Optimization of the Jacobian Term in Unsupervised Deep Learning Luigi Gresele, Giancarlo Fissore, Adrián Javaloy, Bernhard Schölkopf, Aapo Hyvarinen