| SWAD: Domain Generalization by Seeking Flat Minima | Feb 17, 2021 | Domain GeneralizationGeneralization Bounds | CodeCode Available | 1 |
| Masksembles for Uncertainty Estimation | Dec 15, 2020 | Classifier calibrationEnsemble Learning | CodeCode Available | 1 |
| Multi-Objective Interpolation Training for Robustness to Label Noise | Dec 8, 2020 | Contrastive LearningImage Classification | CodeCode Available | 1 |
| RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers | Nov 23, 2020 | 3D Point Cloud ClassificationBenchmarking | CodeCode Available | 1 |
| Identifying Spurious Correlations for Robust Text Classification | Oct 6, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| Imbalanced Image Classification with Complement Cross Entropy | Sep 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Towards Robust Classification with Deep Generative Forests | Jul 11, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Proper Network Interpretability Helps Adversarial Robustness in Classification | Jun 26, 2020 | Adversarial RobustnessClassification | 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 |
| An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs | Jan 13, 2020 | General ClassificationRobust classification | CodeCode Available | 1 |
| SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines | Nov 14, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Certified Adversarial Robustness via Randomized Smoothing | Feb 8, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning | Oct 9, 2018 | ClassificationDeep Learning | CodeCode Available | 1 |
| Robust Classification with Convolutional Prototype Learning | May 9, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Detecting Multi-Oriented Text with Corner-based Region Proposals | Apr 8, 2018 | Data AugmentationRobust classification | CodeCode Available | 1 |
| Towards Deep Learning Models Resistant to Adversarial Attacks | Jun 19, 2017 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification | Jun 17, 2025 | Data AugmentationRobust classification | CodeCode Available | 0 |
| Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems | Jun 16, 2025 | Contrastive LearningRobust classification | —Unverified | 0 |
| CEM-FBGTinyDet: Context-Enhanced Foreground Balance with Gradient Tuning for tiny Objects | Jun 11, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Inherently Faithful Attention Maps for Vision Transformers | Jun 10, 2025 | ClassificationRobust classification | CodeCode Available | 0 |
| Identifying and Understanding Cross-Class Features in Adversarial Training | Jun 5, 2025 | Robust classification | CodeCode Available | 0 |
| Uncertainty-Aware Genomic Classification of Alzheimer's Disease: A Transformer-Based Ensemble Approach with Monte Carlo Dropout | May 31, 2025 | ClassificationRobust classification | —Unverified | 0 |
| CNN-LSTM Hybrid Model for AI-Driven Prediction of COVID-19 Severity from Spike Sequences and Clinical Data | May 29, 2025 | Feature EngineeringRobust classification | CodeCode Available | 0 |
| Acoustic Classification of Maritime Vessels using Learnable Filterbanks | May 29, 2025 | ClassificationRobust classification | CodeCode Available | 0 |
