| MemSeg: A semi-supervised method for image surface defect detection using differences and commonalities | May 2, 2022 | Anomaly DetectionDefect Detection | CodeCode Available | 2 | 5 |
| Multi-Objective Interpolation Training for Robustness to Label Noise | Dec 8, 2020 | Contrastive LearningImage Classification | CodeCode Available | 1 | 5 |
| Certified Adversarial Robustness via Randomized Smoothing | Feb 8, 2019 | Adversarial DefenseAdversarial Robustness | 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 |
| Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training | Jun 2, 2024 | Robust classification | CodeCode Available | 1 | 5 |
| Leaving Reality to Imagination: Robust Classification via Generated Datasets | Feb 5, 2023 | ClassificationRobust classification | CodeCode Available | 1 | 5 |
| Detecting Multi-Oriented Text with Corner-based Region Proposals | Apr 8, 2018 | Data AugmentationRobust classification | CodeCode Available | 1 | 5 |
| Denoising Masked AutoEncoders Help Robust Classification | Oct 10, 2022 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition | Mar 11, 2024 | Adversarial AttackFacial Expression Recognition | CodeCode Available | 1 | 5 |
| Group-wise Inhibition based Feature Regularization for Robust Classification | Mar 3, 2021 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| Identifying Spurious Correlations for Robust Text Classification | Oct 6, 2020 | Classificationfeature selection | CodeCode Available | 1 | 5 |
| Imbalanced Image Classification with Complement Cross Entropy | Sep 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection | Jan 10, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Masksembles for Uncertainty Estimation | Dec 15, 2020 | Classifier calibrationEnsemble Learning | 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 |
| An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs | Jan 13, 2020 | General ClassificationRobust classification | CodeCode Available | 1 | 5 |
| ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy | Nov 15, 2023 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning | Oct 9, 2018 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| SWAD: Domain Generalization by Seeking Flat Minima | Feb 17, 2021 | Domain GeneralizationGeneralization Bounds | CodeCode Available | 1 | 5 |
| Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken | Jul 10, 2024 | ClassificationClassification Consistency | 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 |
| If your data distribution shifts, use self-learning | Apr 27, 2021 | Domain AdaptationRobust classification | CodeCode Available | 1 | 5 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras | Dec 2, 2021 | ClassificationObject | CodeCode Available | 1 | 5 |
