| Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System | Apr 24, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 | 5 |
| Balanced Meta-Softmax for Long-Tailed Visual Recognition | Jul 21, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering | Jun 23, 2020 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Industrial Machine Tool Component Surface Defect Dataset | Mar 24, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Inherent Weight Normalization in Stochastic Neural Networks | Oct 27, 2019 | General Classification | CodeCode Available | 1 | 5 |
| Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift | Feb 11, 2015 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes | Jul 20, 2020 | ClassificationGaussian Processes | CodeCode Available | 1 | 5 |
| Instance Localization for Self-supervised Detection Pretraining | Feb 16, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Intent Classification and Slot Filling for Privacy Policies | Jan 1, 2021 | General Classificationintent-classification | CodeCode Available | 1 | 5 |
| Interactive Classification by Asking Informative Questions | Nov 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Circumventing Outliers of AutoAugment with Knowledge Distillation | Mar 25, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases | May 5, 2017 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning | Sep 17, 2018 | General ClassificationLung Cancer Diagnosis | CodeCode Available | 1 | 5 |
| Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks | Dec 1, 2020 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification | Jul 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Character-level Convolutional Networks for Text Classification | Sep 4, 2015 | General ClassificationSentiment Analysis | CodeCode Available | 1 | 5 |
| Classification and reconstruction of optical quantum states with deep neural networks | Dec 3, 2020 | General ClassificationQuantum State Tomography | CodeCode Available | 1 | 5 |
| Canonical Capsules: Self-Supervised Capsules in Canonical Pose | Dec 8, 2020 | 3D Point Cloud ReconstructionGeneral Classification | CodeCode Available | 1 | 5 |
| Can AI help in screening Viral and COVID-19 pneumonia? | Mar 29, 2020 | ArticlesCOVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification | Mar 22, 2021 | Continual LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning | Feb 16, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings | Oct 3, 2020 | AllGeneral Classification | CodeCode Available | 1 | 5 |
| Adversarial Attacks on Time Series | Feb 27, 2019 | ClassificationDynamic Time Warping | CodeCode Available | 1 | 5 |
| BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis | Jun 10, 2015 | Decision MakingFire Detection | CodeCode Available | 1 | 5 |
| BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification | Nov 29, 2020 | Few-Shot LearningFine-Grained Image Classification | CodeCode Available | 1 | 5 |
| CatBoost: gradient boosting with categorical features support | Oct 24, 2018 | ClusteringCPU | CodeCode Available | 1 | 5 |
| Classification and understanding of cloud structures via satellite images with EfficientUNet | Sep 27, 2020 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| EEG-based Emotional Video Classification via Learning Connectivity Structure | May 28, 2019 | ClassificationEEG | CodeCode Available | 1 | 5 |
| Adversarial Autoencoders | Nov 18, 2015 | ClusteringData Visualization | CodeCode Available | 1 | 5 |
| Adversarial Discriminative Domain Adaptation | Feb 17, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data | Feb 23, 2021 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Adversarial Deep Network Embedding for Cross-network Node Classification | Feb 18, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations | Aug 5, 2020 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Adversarial examples for generative models | Feb 22, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| catch22: CAnonical Time-series CHaracteristics | Jan 29, 2019 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Categorical Reparameterization with Gumbel-Softmax | Nov 3, 2016 | General Classification | CodeCode Available | 1 | 5 |
| Adversarial Feature Augmentation and Normalization for Visual Recognition | Mar 22, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities | Jun 17, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Closer Look at Few-shot Classification | Apr 8, 2019 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 | 5 |
| CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud | Dec 5, 2020 | 3D Object DetectionBirds Eye View Object Detection | CodeCode Available | 1 | 5 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| A Fast 3D CNN for Hyperspectral Image Classification | Apr 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network | Apr 11, 2020 | ArticlesClassification | CodeCode Available | 1 | 5 |
| Adversarial Reciprocal Points Learning for Open Set Recognition | Mar 1, 2021 | General ClassificationOpen Set Learning | CodeCode Available | 1 | 5 |
| Adversarial Training for Free! | Apr 29, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Adversarial Training Methods for Semi-Supervised Text Classification | May 25, 2016 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning | May 22, 2020 | General ClassificationTransfer Learning | CodeCode Available | 1 | 5 |
| Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers | Jan 13, 2018 | Adversarial TextGeneral Classification | CodeCode Available | 1 | 5 |
