| When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification | Aug 22, 2019 | Few-Shot LearningFew-Shot Text Classification | CodeCode Available | 0 |
| Deep Learning with a Rethinking Structure for Multi-label Classification | Feb 5, 2018 | ClassificationDeep Learning | CodeCode Available | 0 |
| ChaosNet: A Chaos based Artificial Neural Network Architecture for Classification | Oct 6, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep learning with differential Gaussian process flows | Oct 9, 2018 | Deep LearningGaussian Processes | CodeCode Available | 0 |
| Deep Learning with Eigenvalue Decay Regularizer | Apr 24, 2016 | ClassificationDeep Learning | CodeCode Available | 0 |
| Deep Learning with Gaussian Differential Privacy | Nov 26, 2019 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Deep Learning with Limited Numerical Precision | Feb 9, 2015 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks | Nov 17, 2020 | General ClassificationImage Classification | CodeCode Available | 0 |
| Progressive Gradient Pruning for Classification, Detection and DomainAdaptation | Jun 20, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Fusion Graph Convolutional Networks | May 31, 2018 | General ClassificationNode Classification | CodeCode Available | 0 |
| Episodic Memory in Lifelong Language Learning | Jun 3, 2019 | Continual LearningGeneral Classification | CodeCode Available | 0 |
| Deep-Learnt Classification of Light Curves | Sep 19, 2017 | AstronomyClassification | CodeCode Available | 0 |
| Deep localization of protein structures in fluorescence microscopy images | Oct 9, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples | Oct 20, 2020 | General Classificationimage-classification | CodeCode Available | 0 |
| Person Re-identification: Implicitly Defining the Receptive Fields of Deep Learning Classification Frameworks | Jan 30, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| EPP: interpretable score of model predictive power | Aug 24, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Character-level Convolutional Network for Text Classification Applied to Chinese Corpus | Nov 14, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Bird Species Classification using Transfer Learning with Multistage Training | Oct 9, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification | Jan 25, 2018 | ClassificationComputed Tomography (CT) | CodeCode Available | 0 |
| Learning rotation invariant convolutional filters for texture classification | Apr 22, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deeply-Supervised Nets | Sep 18, 2014 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Fusing CNNs and statistical indicators to improve image classification | Dec 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| An Implementation of Faster RCNN with Study for Region Sampling | Feb 7, 2017 | General ClassificationObject Detection | CodeCode Available | 0 |
| Deep Manifold Embedding for Hyperspectral Image Classification | Dec 24, 2019 | ClassificationClustering | CodeCode Available | 0 |
| BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading | May 15, 2019 | ClassificationDiabetic Retinopathy Grading | CodeCode Available | 0 |
| Biological sex classification with structural MRI data shows increased misclassification in transgender women | Nov 24, 2019 | General Classification | CodeCode Available | 0 |
| Learning Deep Graph Representations via Convolutional Neural Networks | Apr 5, 2020 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning | May 25, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Equal Opportunity in Online Classification with Partial Feedback | Feb 6, 2019 | ClassificationDecision Making Under Uncertainty | CodeCode Available | 0 |
| 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 |
| A Surprising Linear Relationship Predicts Test Performance in Deep Networks | Jul 25, 2018 | General ClassificationGeneralization Bounds | CodeCode Available | 0 |
| Equivariant neural networks and equivarification | Jun 16, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| A Study of fastText Word Embedding Effects in Document Classification in Bangla Language | Jul 30, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation | May 31, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks | May 16, 2018 | Autonomous DrivingGeneral Classification | CodeCode Available | 0 |
| Equivariant Transformer Networks | Jan 25, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks | Aug 12, 2016 | General Classification | CodeCode Available | 0 |
| Kernelized Hashcode Representations for Relation Extraction | Nov 10, 2017 | General ClassificationRelation | CodeCode Available | 0 |
| BINet: Multi-perspective Business Process Anomaly Classification | Feb 8, 2019 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning | Jun 16, 2015 | ClassificationDictionary Learning | CodeCode Available | 0 |
| CIFAR-10 Image Classification Using Feature Ensembles | Feb 7, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification | May 23, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Binary Classification in Unstructured Space With Hypergraph Case-Based Reasoning | Jun 16, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| Learning the Prediction Distribution for Semi-Supervised Learning with Normalising Flows | Jul 6, 2020 | AttributeGeneral Classification | CodeCode Available | 0 |
| Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models | Apr 4, 2017 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network | Nov 28, 2018 | General Classificationimage-classification | CodeCode Available | 0 |
| Deep Multimodality Model for Multi-task Multi-view Learning | Jan 25, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| An Impact Analysis of Features in a Classification Approach to Irony Detection in Product Reviews | Jun 1, 2014 | General Classification | CodeCode Available | 0 |
| An image representation based convolutional network for DNA classification | Jun 13, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Estimated Depth Map Helps Image Classification | Sep 20, 2017 | ClassificationDepth Estimation | CodeCode Available | 0 |