| Make SVM great again with Siamese kernel for few-shot learning | Jan 1, 2018 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 |
| Linear and Deformable Image Registration with 3D Convolutional Neural Networks | Sep 13, 2018 | General ClassificationImage Registration | CodeCode Available | 0 |
| Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification | Jan 23, 2017 | ClassificationDeep Learning | CodeCode Available | 0 |
| Low Rank Factorization for Compact Multi-Head Self-Attention | Nov 26, 2019 | ArticlesGeneral Classification | CodeCode Available | 0 |
| Residual Attention Network for Image Classification | Apr 23, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Multi-Task Learning for Left Atrial Segmentation on GE-MRI | Oct 31, 2018 | AnatomyGeneral Classification | CodeCode Available | 0 |
| Unsupervised Person Re-identification via Softened Similarity Learning | Apr 7, 2020 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Localized Multiple Kernel Learning for Anomaly Detection: One-class Classification | May 21, 2018 | Anomaly DetectionClassification | CodeCode Available | 0 |
| Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting | May 7, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Residual Gated Graph ConvNets | Nov 20, 2017 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Wasserstein Barycenter Model Ensembling | Feb 13, 2019 | AttributeGeneral Classification | CodeCode Available | 0 |
| Wasserstein Distance Guided Representation Learning for Domain Adaptation | Jul 5, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| Resilience of Bayesian Layer-Wise Explanations under Adversarial Attacks | Feb 22, 2021 | General Classification | CodeCode Available | 0 |
| Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data | Oct 9, 2019 | General ClassificationLesion Classification | CodeCode Available | 0 |
| Resilient In-Season Crop Type Classification in Multispectral Satellite Observations using Growth Stage Normalization | Sep 21, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Vector-Valued Graph Trend Filtering with Non-Convex Penalties | May 29, 2019 | DenoisingEvent Detection | CodeCode Available | 0 |
| Nugget Proposal Networks for Chinese Event Detection | May 1, 2018 | Event DetectionGeneral Classification | CodeCode Available | 0 |
| Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification | Mar 11, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| ResnetCrowd: A Residual Deep Learning Architecture for Crowd Counting, Violent Behaviour Detection and Crowd Density Level Classification | May 30, 2017 | Crowd CountingGeneral Classification | CodeCode Available | 0 |
| ResNet-like Architecture with Low Hardware Requirements | Sep 15, 2020 | Edge-computingGeneral Classification | CodeCode Available | 0 |
| MLIC: A MaxSAT-Based framework for learning interpretable classification rules | Dec 5, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Mixed-Precision Quantization and Parallel Implementation of Multispectral Riemannian Classification for Brain--Machine Interfaces | Feb 22, 2021 | General ClassificationMotor Imagery | CodeCode Available | 0 |
| Skin Lesions Classification Using Convolutional Neural Networks in Clinical Images | Dec 6, 2018 | General Classification | CodeCode Available | 0 |
| MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection | Oct 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multi-hop assortativities for networks classification | Sep 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multitask Learning for Fine-Grained Twitter Sentiment Analysis | Jul 12, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Unsupervised Representation Adversarial Learning Network: from Reconstruction to Generation | Apr 19, 2018 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Resting state fMRI functional connectivity-based classification using a convolutional neural network architecture | Jul 20, 2017 | ClassificationFunctional Connectivity | CodeCode Available | 0 |
| Matching Entities Across Different Knowledge Graphs with Graph Embeddings | Mar 15, 2019 | General ClassificationKnowledge Graphs | CodeCode Available | 0 |
| SLA Violation Prediction In Cloud Computing: A Machine Learning Perspective | Nov 30, 2016 | BIG-bench Machine LearningCloud Computing | CodeCode Available | 0 |
| Look, Listen and Learn | May 23, 2017 | Audio ClassificationGeneral Classification | CodeCode Available | 0 |
| Wasserstein Fair Classification | Jul 28, 2019 | ClassificationFairness | CodeCode Available | 0 |
| NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis | Apr 11, 2016 | 3D Action RecognitionAction Classification | CodeCode Available | 0 |
| MultiGrain: a unified image embedding for classes and instances | Feb 14, 2019 | ClassificationData Augmentation | CodeCode Available | 0 |
| Rethinking Attribute Representation and Injection for Sentiment Classification | Aug 26, 2019 | AttributeClassification | CodeCode Available | 0 |
| ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN | Feb 21, 2019 | Emotion ClassificationGeneral Classification | CodeCode Available | 0 |
| Towards a Job Title Classification System | Jun 2, 2016 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Rethinking Classification and Localization for Object Detection | Apr 13, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification | Jul 25, 2019 | Autonomous VehiclesClassification | CodeCode Available | 0 |
| NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification | Sep 3, 2018 | Emotion ClassificationGeneral Classification | CodeCode Available | 0 |
| Rethinking Complex Neural Network Architectures for Document Classification | Jun 1, 2019 | ClassificationDocument Classification | CodeCode Available | 0 |
| Vehicle Color Recognition using Convolutional Neural Network | Oct 26, 2015 | General ClassificationVehicle Color Recognition | CodeCode Available | 0 |
| Rethinking Feature Distribution for Loss Functions in Image Classification | Mar 8, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Novelty-Prepared Few-Shot Classification | Mar 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Rethinking Kernel Methods for Node Representation Learning on Graphs | Oct 6, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures | Dec 14, 2018 | General Classificationimage-classification | CodeCode Available | 0 |
| Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation | Mar 10, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| Rethinking Natural Adversarial Examples for Classification Models | Feb 23, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification | Nov 13, 2015 | Computer SecurityGeneral Classification | CodeCode Available | 0 |
| Task-oriented Word Embedding for Text Classification | Aug 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |