| Deep Learning on Small Datasets without Pre-Training using Cosine Loss | Jan 25, 2019 | General Classification | CodeCode Available | 0 | 5 |
| A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases | Jun 17, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 | 5 |
| A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies | Jan 30, 2019 | General Classification | CodeCode Available | 0 | 5 |
| Fine-tuning BERT-based models for Plant Health Bulletin Classification | Jan 29, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Fine-tuning Tree-LSTM for phrase-level sentiment classification on a Polish dependency treebank. Submission to PolEval task 2 | Nov 3, 2017 | General ClassificationSentiment Analysis | CodeCode Available | 0 | 5 |
| FingerVision Tactile Sensor Design and Slip Detection Using Convolutional LSTM Network | Oct 5, 2018 | General Classification | CodeCode Available | 0 | 5 |
| Deep Learning the City : Quantifying Urban Perception At A Global Scale | Aug 5, 2016 | General Classification | CodeCode Available | 0 | 5 |
| Deep Learning with Limited Numerical Precision | Feb 9, 2015 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection | May 16, 2019 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Fixed-MAML for Few Shot Classification in Multilingual Speech Emotion Recognition | Jan 5, 2021 | Emotion RecognitionFew-Shot Learning | CodeCode Available | 0 | 5 |
| A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution | Nov 4, 2019 | General ClassificationSentence | CodeCode Available | 0 | 5 |
| Associative Alignment for Few-shot Image Classification | Dec 11, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning | Feb 27, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Associative Domain Adaptation | Aug 2, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance | Aug 26, 2017 | Data AugmentationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning for Video Classification and Captioning | Sep 22, 2016 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| AdaBoost and robust one-bit compressed sensing | May 5, 2021 | Binary Classificationcompressed sensing | CodeCode Available | 0 | 5 |
| FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation | Dec 19, 2017 | 3D Point Cloud Linear ClassificationDecoder | CodeCode Available | 0 | 5 |
| Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning | Jan 10, 2018 | Deep LearningEMG Gesture Recognition | CodeCode Available | 0 | 5 |
| Forced Spatial Attention for Driver Foot Activity Classification | Jul 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| A novel embedded min-max approach for feature selection in nonlinear support vector machine classification | Apr 21, 2020 | Classificationfeature selection | CodeCode Available | 0 | 5 |
| Deep Learning for Hand Gesture Recognition on Skeletal Data | May 15, 2018 | 3D Shape Classification3D Shape Retrieval | CodeCode Available | 0 | 5 |
| Deep Learning for Classification Tasks on Geospatial Vector Polygons | Jun 11, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| A benchmark of data stream classification for human activity recognition on connected objects | Aug 27, 2020 | Activity RecognitionClassification | CodeCode Available | 0 | 5 |
| Deep Learning for ECG Classification | Jan 1, 2017 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| From Euclidean to Riemannian Means: Information Geometry for SSVEP Classification | Apr 3, 2016 | ClassificationEEG | CodeCode Available | 0 | 5 |
| A Latent Variable Recurrent Neural Network for Discourse Relation Language Models | Mar 7, 2016 | ClassificationDialog Act Classification | CodeCode Available | 0 | 5 |
| Deep Learning for Identifying Metastatic Breast Cancer | Jun 18, 2016 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Deep-Learnt Classification of Light Curves | Sep 19, 2017 | AstronomyClassification | CodeCode Available | 0 | 5 |
| Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification | Mar 21, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Node Ranking for Neuro-symbolic Structural Node Embedding and Classification | Feb 11, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| FSPool: Learning Set Representations with Featurewise Sort Pooling | Jun 6, 2019 | General Classification | CodeCode Available | 0 | 5 |
| FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations | May 17, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 0 | 5 |
| Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification | Nov 16, 2016 | AttributeGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning Based Vehicle Make-Model Classification | Aug 23, 2018 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes | Dec 1, 2020 | Activity RecognitionGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification | Jun 28, 2017 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| A learning model to detect maliciousness of portable executable using integrated feature set | Jan 31, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 | 5 |
| A Dynamic Reduction Network for Point Clouds | Mar 18, 2020 | ClusteringGeneral Classification | CodeCode Available | 0 | 5 |
| Deep Learning Based Multi-Label Text Classification of UNGA Resolutions | Apr 1, 2020 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms | Dec 16, 2019 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs | Mar 20, 2018 | General ClassificationNode Classification | CodeCode Available | 0 | 5 |
| Deep learning at the shallow end: Malware classification for non-domain experts | Jul 22, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Galaxy morphology prediction using capsule networks | Sep 22, 2018 | General ClassificationMorphology classification | CodeCode Available | 0 | 5 |
| Algebraic multigrid support vector machines | Nov 16, 2016 | General Classification | CodeCode Available | 0 | 5 |
| GANs for Semi-Supervised Opinion Spam Detection | Mar 19, 2019 | General ClassificationGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex | Mar 26, 2018 | General Classification | CodeCode Available | 0 | 5 |
| Gated Recurrent Convolution Neural Network for OCR | Dec 1, 2017 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Algorithm and Hardware Design of Discrete-Time Spiking Neural Networks Based on Back Propagation with Binary Activations | Sep 19, 2017 | General Classification | CodeCode Available | 0 | 5 |
| Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition | Jun 21, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
