| Improving Landmark Recognition using Saliency detection and Feature classification | Nov 30, 2018 | ClassificationGeneral Classification | 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 |
| Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes | Oct 26, 2022 | Adversarial RobustnessRobust classification | CodeCode Available | 0 | 5 |
| Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine | Jul 22, 2019 | General ClassificationRobust classification | CodeCode Available | 0 | 5 |
| Memory Defense: More Robust Classification via a Memory-Masking Autoencoder | Feb 5, 2022 | ClassificationDecoder | CodeCode Available | 0 | 5 |
| Adversarial Training for Defense Against Label Poisoning Attacks | Feb 24, 2025 | Bilevel OptimizationRobust classification | CodeCode Available | 0 | 5 |
| Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors | Sep 15, 2019 | Robust classification | CodeCode Available | 0 | 5 |
| A Robust Classification Framework for Byzantine-Resilient Stochastic Gradient Descent | Jan 16, 2023 | Robust classification | CodeCode Available | 0 | 5 |
| Implicit Generation and Generalization in Energy-Based Models | Mar 20, 2019 | General ClassificationImage Reconstruction | 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 |
| Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels | May 4, 2017 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Distributionally Robust Classification on a Data Budget | Aug 7, 2023 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification | May 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| DDDM: a Brain-Inspired Framework for Robust Classification | May 1, 2022 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Acoustic Classification of Maritime Vessels using Learnable Filterbanks | May 29, 2025 | ClassificationRobust classification | CodeCode Available | 0 | 5 |
| A Robust Classification-autoencoder to Defend Outliers and Adversaries | Jun 30, 2021 | ClassificationDecoder | CodeCode Available | 0 | 5 |
| Implicit Generation and Modeling with Energy Based Models | Dec 1, 2019 | General ClassificationImage Generation | CodeCode Available | 0 | 5 |
| Advancing RVFL networks: Robust classification with the HawkEye loss function | Oct 1, 2024 | Robust classification | CodeCode Available | 0 | 5 |
| Data Driven Environmental Awareness Using Wireless Signals | Oct 17, 2024 | ClassificationRobust classification | CodeCode Available | 0 | 5 |
| Image Classification Using Singular Value Decomposition and Optimization | Dec 10, 2024 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| End-to-End Learning of Representations for Asynchronous Event-Based Data | Apr 17, 2019 | ClassificationObject Recognition | CodeCode Available | 0 | 5 |
| API-Net: Robust Generative Classifier via a Single Discriminator | Aug 1, 2020 | Robust classification | CodeCode Available | 0 | 5 |
| EPiC: Ensemble of Partial Point Clouds for Robust Classification | Mar 20, 2023 | ClassificationDiversity | CodeCode Available | 0 | 5 |
| Robustifying Point Cloud Networks by Refocusing | Aug 10, 2023 | 3D ClassificationAdversarial Defense | CodeCode Available | 0 | 5 |
| Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin | Oct 9, 2019 | AllGeneral Classification | CodeCode Available | 0 | 5 |
