| Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training | Jun 2, 2024 | Robust classification | CodeCode Available | 1 | 5 |
| Denoising Masked AutoEncoders Help Robust Classification | Oct 10, 2022 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| SWAD: Domain Generalization by Seeking Flat Minima | Feb 17, 2021 | Domain GeneralizationGeneralization Bounds | CodeCode Available | 1 | 5 |
| EventCLIP: Adapting CLIP for Event-based Object Recognition | Jun 10, 2023 | Few-Shot LearningObject | CodeCode Available | 1 | 5 |
| Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition | Mar 23, 2022 | Event-based visionObject Recognition | CodeCode Available | 1 | 5 |
| Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off | Jun 18, 2021 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection | Jan 10, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Recognizing bird species in diverse soundscapes under weak supervision | Jul 16, 2021 | Robust classification | CodeCode Available | 1 | 5 |
| Towards Robust Classification with Deep Generative Forests | Jul 11, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
