| AlleNoise: large-scale text classification benchmark dataset with real-world label noise | Jun 24, 2024 | ClassificationLearning with noisy labels | CodeCode Available | 1 |
| An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs | Jan 13, 2020 | General ClassificationRobust classification | CodeCode Available | 1 |
| Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models | May 27, 2020 | Adversarial DefenseAdversarial Purification | CodeCode Available | 1 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Robust Classification with Convolutional Prototype Learning | May 9, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training | Jun 2, 2024 | Robust classification | CodeCode Available | 1 |
| Denoising Masked AutoEncoders Help Robust Classification | Oct 10, 2022 | ClassificationDecoder | CodeCode Available | 1 |
| SWAD: Domain Generalization by Seeking Flat Minima | Feb 17, 2021 | Domain GeneralizationGeneralization Bounds | CodeCode Available | 1 |
| Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken | Jul 10, 2024 | ClassificationClassification Consistency | CodeCode Available | 1 |
| Certified Adversarial Robustness via Randomized Smoothing | Feb 8, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition | Mar 23, 2022 | Event-based visionObject Recognition | CodeCode Available | 1 |
| 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 |
| HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection | Jan 10, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy | Nov 15, 2023 | ClassificationDiversity | CodeCode Available | 1 |
| Leaving Reality to Imagination: Robust Classification via Generated Datasets | Feb 5, 2023 | ClassificationRobust classification | CodeCode Available | 1 |
| SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines | Nov 14, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Multi-Objective Interpolation Training for Robustness to Label Noise | Dec 8, 2020 | Contrastive LearningImage Classification | CodeCode Available | 1 |
| Data-Driven Mitigation of Adversarial Text Perturbation | Feb 19, 2022 | Adversarial TextClassification | —Unverified | 0 |
| Adversarially Robust Classification based on GLRT | Nov 16, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Decoding visemes: improving machine lipreading | Oct 3, 2017 | ClusteringGeneral Classification | —Unverified | 0 |
| Adversarially Optimized Mixup for Robust Classification | Mar 22, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression | Jun 7, 2020 | Domain AdaptationKnowledge Distillation | —Unverified | 0 |
| Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features | Sep 18, 2022 | Age-Invariant Face RecognitionClassification | —Unverified | 0 |
| A Hilbert Space of Stationary Ergodic Processes | Jan 25, 2018 | ClusteringRobust classification | —Unverified | 0 |
| Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks | Apr 12, 2019 | Anomaly DetectionData Poisoning | —Unverified | 0 |
