Publications

ICASSP 2023 - Control the bit rate allocation of a a PQ-VAE using semantic information from DINO, in collaboration with the Meta AI in Paris.

BMVC 2022 - Quantitative metrics for evaluating explanations of video DeepFake detectors, in collaboration with the Huawei Ireland Research Center.

ECML PKDD 2022 - Learnable masked tokens reduce overfitting when training transformers in low-data regime.

ICLR Workshop 2022 - How to learn object-centric representations using contrastive learning on multi-object datasets?

Proteins: Structure, Function, and Bioinformatics - CASP community-wide experiment on modeling SARS-CoV-2 proteins causing the COVID-19 pandemic.

ECCV 2020 - A novel weakly-supervised method for visual relationship detection that relies on minimal image-level predicate labels, graph networks, and attribution-based explanations.

Bioinformatics 2020 - A novel method for protein quality assessment based on a graphical representation of tertiary structures and graph convolutional networks.

ICML Workshop 2019 - How do Sensitivity Analysis, Guided Backpropagation, and Layer-Wise Relevance Propagation behave when applied to Graph Neural Networks?

Master’s Thesis - Given the picture of a person and of a clothing item, generate the image of the person wearing it. Work performed during an internship at Zalando Research, Berlin.

Grayscale image colorization using a CNN conditione on Inception-ResNet-v2. Deep Learning course at KTH, best project award.