Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study Javiera Castillo-NavarroBertrand Le SauxSébastien Lefèvre OriginalPaper 14 April 2021 Pages: 3125 - 3160
Pruning convolutional neural networks via filter similarity analysis Lili GengBaoning Niu OriginalPaper 23 June 2022 Pages: 3161 - 3180
Towards harnessing feature embedding for robust learning with noisy labels Chuang ZhangLi ShenChen Gong OriginalPaper 24 June 2022 Pages: 3181 - 3201
Machine unlearning: linear filtration for logit-based classifiers Thomas BaumhauerPascal SchöttleMatthias Zeppelzauer OriginalPaper Open access 11 July 2022 Pages: 3203 - 3226
Stateless neural meta-learning using second-order gradients Mike HuismanAske PlaatJan N. van Rijn OriginalPaper Open access 13 July 2022 Pages: 3227 - 3244
An adaptive polyak heavy-ball method Samer Saab Jr.Shashi PhohaAsok Ray OriginalPaper 18 July 2022 Pages: 3245 - 3277
The pure exploration problem with general reward functions depending on full distributions Siwei WangWei Chen OriginalPaper 18 July 2022 Pages: 3279 - 3306
Wasserstein-based fairness interpretability framework for machine learning models Alexey MiroshnikovKonstandinos KotsiopoulosArjun Ravi Kannan OriginalPaper Open access 21 July 2022 Pages: 3307 - 3357
Stabilize deep ResNet with a sharp scaling factor \(\tau\) Huishuai ZhangDa YuTie-Yan Liu OriginalPaper 01 August 2022 Pages: 3359 - 3392
Recursive tree grammar autoencoders Benjamin PaaßenIrena KoprinskaKalina Yacef OriginalPaper Open access 02 August 2022 Pages: 3393 - 3423
On the robustness of randomized classifiers to adversarial examples Rafael PinotLaurent MeunierJamal Atif OriginalPaper Open access 02 August 2022 Pages: 3425 - 3457
Explainable online ensemble of deep neural network pruning for time series forecasting Amal SaadallahMatthias JakobsKatharina Morik OriginalPaper Open access 02 August 2022 Pages: 3459 - 3487