Search Results for author: João Santos

Found 4 papers, 2 papers with code

Optimizing PatchCore for Few/many-shot Anomaly Detection

3 code implementations20 Jul 2023 João Santos, Triet Tran, Oliver Rippel

Exhaustive experiments on the public VisA and MVTec AD datasets reveal that (I) significant performance improvements can be realized by optimizing hyperparameters such as the underlying feature extractor, and that (II) image-level augmentations can, but are not guaranteed, to improve performance.

Anomaly Detection Inductive Bias

Evaluating Post-hoc Interpretability with Intrinsic Interpretability

no code implementations4 May 2023 José Pereira Amorim, Pedro Henriques Abreu, João Santos, Henning Müller

Despite Convolutional Neural Networks having reached human-level performance in some medical tasks, their clinical use has been hindered by their lack of interpretability.

Simplifying Multilingual News Clustering Through Projection From a Shared Space

no code implementations28 Apr 2022 João Santos, Afonso Mendes, Sebastião Miranda

Our system achieves state-of-the-art results on a multilingual news stream clustering dataset, and we introduce a new evaluation for zero-shot news clustering in multiple languages.

Clustering

DClaims: A Censorship Resistant Web Annotations System using IPFS and Ethereum

1 code implementation6 Dec 2019 João Santos, Nuno Santos, David Dias

To assess the credibility of the information retrieved from news websites and other sources, users often resort to social platforms looking for confirmation with trustworthy parties.

Cryptography and Security

Cannot find the paper you are looking for? You can Submit a new open access paper.