| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification | Aug 2, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Distilling Visual Priors from Self-Supervised Learning | Aug 1, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Fixing Localization Errors to Improve Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network | Aug 1, 2020 | General ClassificationLand Cover Classification | CodeCode Available | 1 |
| Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks | Jul 31, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty | Jul 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Rethinking Recurrent Neural Networks and Other Improvements for Image Classification | Jul 30, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Generative Classifiers as a Basis for Trustworthy Image Classification | Jul 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Receptive-Field Regularized CNNs for Music Classification and Tagging | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation | Jul 23, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| Deep Network Ensemble Learning applied to Image Classification using CNN Trees | Jul 23, 2020 | Ensemble LearningGeneral Classification | CodeCode Available | 1 |
| DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction | Jul 23, 2020 | Gaussian ProcessesGeneral Classification | CodeCode Available | 1 |
| DEAL: Deep Evidential Active Learning for Image Classification | Jul 22, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Rethinking CNN Models for Audio Classification | Jul 22, 2020 | Audio ClassificationClassification | CodeCode Available | 1 |
| newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification | Jul 21, 2020 | ArticlesClassification | CodeCode Available | 1 |
| CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers | Jul 21, 2020 | ClassificationData Augmentation | CodeCode Available | 1 |
| BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text | Jul 21, 2020 | General ClassificationOpinion Mining | CodeCode Available | 1 |
| Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery | Jul 21, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Balanced Meta-Softmax for Long-Tailed Visual Recognition | Jul 21, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes | Jul 20, 2020 | ClassificationGaussian Processes | CodeCode Available | 1 |
| Gesture Recognition for Initiating Human-to-Robot Handovers | Jul 20, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| A Generic Visualization Approach for Convolutional Neural Networks | Jul 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets | Jul 19, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection | Jul 17, 2020 | 3D Object DetectionGeneral Classification | CodeCode Available | 1 |
| Region-based Non-local Operation for Video Classification | Jul 17, 2020 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Explanation-Guided Training for Cross-Domain Few-Shot Classification | Jul 17, 2020 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation | Jul 16, 2020 | Acoustic Scene ClassificationData Augmentation | CodeCode Available | 1 |
| Modern Hopfield Networks and Attention for Immune Repertoire Classification | Jul 16, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration | Jul 14, 2020 | AnatomyBrain Tumor Segmentation | CodeCode Available | 1 |
| Learning to Learn Parameterized Classification Networks for Scalable Input Images | Jul 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model | Jul 12, 2020 | DecoderGeneral Classification | CodeCode Available | 1 |
| Towards Robust Classification with Deep Generative Forests | Jul 11, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification | Jul 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Lightweight Modules for Efficient Deep Learning based Image Restoration | Jul 11, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Generalized Maximum Entropy for Supervised Classification | Jul 10, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation | Jul 9, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Few-Shot One-Class Classification via Meta-Learning | Jul 8, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 |
| Leveraging Class Hierarchies with Metric-Guided Prototype Learning | Jul 6, 2020 | General ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding | Jul 6, 2020 | General ClassificationGraph structure learning | CodeCode Available | 1 |
| Rethinking Bottleneck Structure for Efficient Mobile Network Design | Jul 5, 2020 | General ClassificationNeural Architecture Search | CodeCode Available | 1 |
| Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach | Jul 4, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline | Jul 3, 2020 | ClassificationEEG | CodeCode Available | 1 |
| Explainable Deep One-Class Classification | Jul 3, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 |
| Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification | Jul 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Measuring Robustness to Natural Distribution Shifts in Image Classification | Jul 1, 2020 | ClassificationDomain Generalization | CodeCode Available | 1 |
| GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples | Jul 1, 2020 | General ClassificationSentence | CodeCode Available | 1 |
| Second Order PAC-Bayesian Bounds for the Weighted Majority Vote | Jul 1, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
