| Towards More Practical Adversarial Attacks on Graph Neural Networks | Jun 9, 2020 | ClassificationGeneral Classification | 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 |
| Adversarial Attacks on Time Series | Feb 27, 2019 | ClassificationDynamic Time Warping | CodeCode Available | 1 | 5 |
| Adversarial Deep Network Embedding for Cross-network Node Classification | Feb 18, 2020 | ClassificationDomain Adaptation | 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 |
| BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis | Jun 10, 2015 | Decision MakingFire Detection | CodeCode Available | 1 | 5 |
| Adversarial Autoencoders | Nov 18, 2015 | ClusteringData Visualization | 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 |
| Attentive Weights Generation for Few Shot Learning via Information Maximization | Jun 1, 2020 | ClassificationFew-Shot Image 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 |
| Adversarial examples for generative models | Feb 22, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| CatBoost: gradient boosting with categorical features support | Oct 24, 2018 | ClusteringCPU | CodeCode Available | 1 | 5 |
| A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification | Oct 16, 2018 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 1 | 5 |
| Adversarial Discriminative Domain Adaptation | Feb 17, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow | Mar 30, 2020 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| Character-level Convolutional Networks for Text Classification | Sep 4, 2015 | General ClassificationSentiment Analysis | 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 |
| Adversarial Feature Augmentation and Normalization for Visual Recognition | Mar 22, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification | Apr 21, 2020 | General Classificationimage-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 Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Adversarial Training for Free! | Apr 29, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Classification of Important Segments in Educational Videos using Multimodal Features | Oct 26, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning | Jan 6, 2020 | General ClassificationTransfer Learning | CodeCode Available | 1 | 5 |
| Adversarial Training Methods for Semi-Supervised Text Classification | May 25, 2016 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Fair Comparison of Graph Neural Networks for Graph Classification | Dec 20, 2019 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| A Fast 3D CNN for Hyperspectral Image Classification | Apr 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? | Jan 20, 2021 | ArticlesClassification | CodeCode Available | 1 | 5 |
| A few filters are enough: Convolutional Neural Network for P300 Detection | Sep 16, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise | Nov 20, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification | Oct 5, 2020 | ClassificationEntity Typing | CodeCode Available | 1 | 5 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| Cold-start Active Learning through Self-supervised Language Modeling | Oct 19, 2020 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Cold-Start Aware User and Product Attention for Sentiment Classification | Jun 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Combating Label Noise in Deep Learning Using Abstention | May 27, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| A Generic Visualization Approach for Convolutional Neural Networks | Jul 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Aggregated Residual Transformations for Deep Neural Networks | Nov 16, 2016 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 | 5 |
| Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion | Mar 10, 2020 | General Classification | CodeCode Available | 1 | 5 |
| Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network | Jan 17, 2020 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 1 | 5 |
| A Computational Approach to Packet Classification | Feb 10, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced Learning | Aug 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Consistency-based Active Learning for Object Detection | Mar 18, 2021 | Active LearningClassification | CodeCode Available | 1 | 5 |
| A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments | Oct 7, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 | 5 |
| A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks | Sep 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification | Jan 17, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Continual Learning for Text Classification with Information Disentanglement Based Regularization | Apr 12, 2021 | Continual LearningDisentanglement | CodeCode Available | 1 | 5 |
| Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification | Dec 24, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
