| Identifying and Understanding Cross-Class Features in Adversarial Training | Jun 5, 2025 | Robust classification | CodeCode Available | 0 | 5 |
| HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification | Mar 21, 2018 | Autonomous VehiclesClassification | CodeCode Available | 0 | 5 |
| Adversarial Domain Adaptation for Cross-user Activity Recognition Using Diffusion-based Noise-centred Learning | Aug 6, 2024 | Activity RecognitionDenoising | CodeCode Available | 0 | 5 |
| HALO: Robust Out-of-Distribution Detection via Joint Optimisation | Feb 27, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 | 5 |
| Implicit Generation and Modeling with Energy Based Models | Dec 1, 2019 | General ClassificationImage Generation | CodeCode Available | 0 | 5 |
| Adversarial Training for Defense Against Label Poisoning Attacks | Feb 24, 2025 | Bilevel OptimizationRobust classification | CodeCode Available | 0 | 5 |
| A Robust Classification Framework for Byzantine-Resilient Stochastic Gradient Descent | Jan 16, 2023 | Robust classification | CodeCode Available | 0 | 5 |
| EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction | Nov 18, 2024 | Contrastive LearningPrediction | CodeCode Available | 0 | 5 |
| Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural Networks | Dec 15, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| DDDM: a Brain-Inspired Framework for Robust Classification | May 1, 2022 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
