| Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks | May 30, 2022 | Audio ClassificationImage Classification | CodeCode Available | 0 |
| Gradient Concealment: Free Lunch for Defending Adversarial Attacks | May 21, 2022 | Robust classification | —Unverified | 0 |
| Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification | May 17, 2022 | image-classificationImage Classification | —Unverified | 0 |
| MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer | May 2, 2022 | Adversarial Robustnessimage-classification | —Unverified | 0 |
| MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities | May 2, 2022 | Anomaly DetectionDefect Detection | CodeCode Available | 2 |
| DDDM: a Brain-Inspired Framework for Robust Classification | May 1, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| The Multimarginal Optimal Transport Formulation of Adversarial Multiclass Classification | Apr 27, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Pneumonia Detection in Chest X-Rays using Neural Networks | Apr 7, 2022 | Image AugmentationMedical Diagnosis | —Unverified | 0 |
| Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition | Mar 23, 2022 | Event-based visionObject Recognition | CodeCode Available | 1 |
| Robust Classification using Contractive Hamiltonian Neural ODEs | Mar 22, 2022 | Classificationimage-classification | CodeCode Available | 0 |
