| Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices | Apr 10, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| Deep interpretable architecture for plant diseases classification | May 31, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Imbalanced Attribute Classification using Visual Attention Aggregation | Jul 10, 2018 | AttributeClassification | CodeCode Available | 0 | 5 |
| GANchors: Realistic Image Perturbation Distributions for Anchors Using Generative Models | Jun 1, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps | Dec 20, 2013 | General ClassificationImage Attribution | CodeCode Available | 0 | 5 |
| Deep Learning for Classification Tasks on Geospatial Vector Polygons | Jun 11, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| Deep Hashing with Category Mask for Fast Video Retrieval | Dec 22, 2017 | Code GenerationDeep Hashing | CodeCode Available | 0 | 5 |
| Max-margin Class Imbalanced Learning with Gaussian Affinity | Jan 23, 2019 | ClassificationClustering | CodeCode Available | 0 | 5 |
| MaxUp: A Simple Way to Improve Generalization of Neural Network Training | Feb 20, 2020 | Few-Shot Image ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| McDiarmid Drift Detection Methods for Evolving Data Streams | Oct 5, 2017 | Drift DetectionGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification | Dec 18, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| A Deep Generative Model for Semi-Supervised Classification with Noisy Labels | Sep 16, 2018 | General Classification | CodeCode Available | 0 | 5 |
| Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to Evolvability | Jun 8, 2020 | FairnessGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images | Sep 20, 2018 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| DeepFool: a simple and accurate method to fool deep neural networks | Nov 14, 2015 | Adversarial AttackGeneral Classification | CodeCode Available | 0 | 5 |
| Classification using Ensemble Learning under Weighted Misclassification Loss | Dec 16, 2018 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Multi-scale Processing of Noisy Images using Edge Preservation Losses | Mar 26, 2018 | DenoisingEdge Detection | CodeCode Available | 0 | 5 |
| DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning | Apr 26, 2019 | AutoMLBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Deep Face Forgery Detection | Apr 6, 2020 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Classification using margin pursuit | Oct 11, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| A CNN-RNN Architecture for Multi-Label Weather Recognition | Apr 24, 2019 | General ClassificationMulti-Label Classification | CodeCode Available | 0 | 5 |
| Deep Gamblers: Learning to Abstain with Portfolio Theory | Jun 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Distribution Regression | Mar 14, 2019 | Decision MakingGeneral Classification | CodeCode Available | 0 | 5 |
| Meta-GNN: On Few-shot Node Classification in Graph Meta-learning | May 23, 2019 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Discrete Hashing with Self-supervised Pairwise Labels | Jul 7, 2017 | Deep HashingGeneral Classification | CodeCode Available | 0 | 5 |
| Classification with abstention but without disparities | Feb 24, 2021 | ClassificationFairness | CodeCode Available | 0 | 5 |
| DeepCorrect: Correcting DNN models against Image Distortions | May 5, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Meta-Learning for One-Class Classification with Few Examples using Order-Equivariant Network | Jul 8, 2020 | Anomaly DetectionAstronomy | CodeCode Available | 0 | 5 |
| META: Metadata-Empowered Weak Supervision for Text Classification | Nov 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Classification with Costly Features as a Sequential Decision-Making Problem | Sep 5, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 | 5 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 | 5 |
| Metric Learning for Dynamic Text Classification | Nov 4, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees | Jun 15, 2018 | ClassificationFairness | CodeCode Available | 0 | 5 |
| Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution | Aug 18, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification | Aug 15, 2016 | Data AugmentationDictionary Learning | CodeCode Available | 0 | 5 |
| Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification | Dec 20, 2019 | General Classification | CodeCode Available | 0 | 5 |
| Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis | Feb 2, 2018 | Breast Cancer DetectionBreast Cancer Histology Image Classification | CodeCode Available | 0 | 5 |
| Deep Convolutional Networks as shallow Gaussian Processes | Aug 16, 2018 | Gaussian ProcessesGeneral Classification | CodeCode Available | 0 | 5 |
| Minimizing Close-k Aggregate Loss Improves Classification | Nov 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Mining on Manifolds: Metric Learning without Labels | Mar 29, 2018 | General ClassificationMetric Learning | CodeCode Available | 0 | 5 |
| 3D CNN with Localized Residual Connections for Hyperspectral Image Classification | Dec 6, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Misleading Metadata Detection on YouTube | Jan 25, 2019 | General Classification | CodeCode Available | 0 | 5 |
| Approximate Fisher Information Matrix to Characterise the Training of Deep Neural Networks | Oct 16, 2018 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Classification with Strategically Withheld Data | Dec 18, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Convolutional Networks on Graph-Structured Data | Jun 16, 2015 | General Classification | CodeCode Available | 0 | 5 |
| Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices | Oct 31, 2019 | DiagnosticGeneral Classification | CodeCode Available | 0 | 5 |
| ML-Net: multi-label classification of biomedical texts with deep neural networks | Nov 13, 2018 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| MLtuner: System Support for Automatic Machine Learning Tuning | Mar 20, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Extreme Multi-label Learning | Apr 12, 2017 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 0 | 5 |
| DeepImageSpam: Deep Learning based Image Spam Detection | Oct 3, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
