| MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities | May 2, 2022 | Anomaly DetectionDefect Detection | CodeCode Available | 2 | 5 |
| Detecting Multi-Oriented Text with Corner-based Region Proposals | Apr 8, 2018 | Data AugmentationRobust classification | CodeCode Available | 1 | 5 |
| AlleNoise: large-scale text classification benchmark dataset with real-world label noise | Jun 24, 2024 | ClassificationLearning with noisy labels | CodeCode Available | 1 | 5 |
| ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy | Nov 15, 2023 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| If your data distribution shifts, use self-learning | Apr 27, 2021 | Domain AdaptationRobust 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 |
| An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs | Jan 13, 2020 | General ClassificationRobust classification | CodeCode Available | 1 | 5 |
| Certified Adversarial Robustness via Randomized Smoothing | Feb 8, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning | Oct 9, 2018 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
