| 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 |
| Towards Deep Learning Models Resistant to Adversarial Attacks | Jun 19, 2017 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers | Nov 23, 2020 | 3D Point Cloud ClassificationBenchmarking | CodeCode Available | 1 | 5 |
| Multi-Objective Interpolation Training for Robustness to Label Noise | Dec 8, 2020 | Contrastive LearningImage Classification | CodeCode Available | 1 | 5 |
| Detecting Multi-Oriented Text with Corner-based Region Proposals | Apr 8, 2018 | Data AugmentationRobust classification | 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 |
| Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models | May 27, 2020 | Adversarial DefenseAdversarial Purification | CodeCode Available | 1 | 5 |
| Identifying Spurious Correlations for Robust Text Classification | Oct 6, 2020 | Classificationfeature selection | 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 |
| ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy | Nov 15, 2023 | ClassificationDiversity | CodeCode Available | 1 | 5 |
| N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras | Dec 2, 2021 | ClassificationObject | CodeCode Available | 1 | 5 |
| Proper Network Interpretability Helps Adversarial Robustness in Classification | Jun 26, 2020 | Adversarial RobustnessClassification | CodeCode Available | 1 | 5 |
| Recognizing bird species in diverse soundscapes under weak supervision | Jul 16, 2021 | Robust classification | CodeCode Available | 1 | 5 |
| An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier | Feb 28, 2018 | EMG Gesture RecognitionGeneral Classification | CodeCode Available | 0 | 5 |
| An Effective Baseline for Robustness to Distributional Shift | May 15, 2021 | Deep LearningOut-of-Distribution Detection | CodeCode Available | 0 | 5 |
| End-to-End Learning of Representations for Asynchronous Event-Based Data | Apr 17, 2019 | ClassificationObject Recognition | CodeCode Available | 0 | 5 |
| Analysis of classifiers robust to noisy labels | Jun 1, 2021 | Robust classification | CodeCode Available | 0 | 5 |
| Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks | May 30, 2022 | Audio ClassificationImage Classification | CodeCode Available | 0 | 5 |
| Enhanced Multimodal Content Moderation of Children's Videos using Audiovisual Fusion | May 9, 2024 | Prompt LearningRobust classification | CodeCode Available | 0 | 5 |
| Adversarial Feature Desensitization | Jun 8, 2020 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 | 5 |
| A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data | Jan 18, 2018 | Classificationfeature selection | CodeCode Available | 0 | 5 |
