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| A Neural Few-Shot Text Classification Reality Check | Jan 28, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification | Jan 8, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Quaternion Graph Neural Networks | Aug 12, 2020 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset | May 22, 2017 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| RawNet: Advanced end-to-end deep neural network using raw waveforms for text-independent speaker verification | Apr 17, 2019 | ClassificationData Augmentation | CodeCode Available | 1 |
| Ray-based classification framework for high-dimensional data | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks | Jan 29, 2019 | Action RecognitionGeneral Classification | CodeCode Available | 1 |
| Reasoning on Knowledge Graphs with Debate Dynamics | Jan 2, 2020 | General ClassificationKnowledge Graphs | CodeCode Available | 1 |
| ADADELTA: An Adaptive Learning Rate Method | Dec 22, 2012 | General Classification | CodeCode Available | 1 |
| Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced Dataset | Dec 2, 2020 | Cell SegmentationClassification | CodeCode Available | 1 |
| Adaptive XGBoost for Evolving Data Streams | May 15, 2020 | Drift DetectionGeneral Classification | CodeCode Available | 1 |
| Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification | May 21, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Remote Sensing Image Scene Classification: Benchmark and State of the Art | Mar 1, 2017 | ClassificationDiversity | CodeCode Available | 1 |
| Representation Learning of Entities and Documents from Knowledge Base Descriptions | Jun 8, 2018 | Entity TypingGeneral Classification | CodeCode Available | 1 |
| Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease | Dec 28, 2018 | ClassificationDiffusion MRI | CodeCode Available | 1 |
| ResMLP: Feedforward networks for image classification with data-efficient training | May 7, 2021 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 1 |
| Rethinking CNN Models for Audio Classification | Jul 22, 2020 | Audio ClassificationClassification | CodeCode Available | 1 |
| Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need? | Mar 25, 2020 | AllFew-Shot Image Classification | CodeCode Available | 1 |
| Rethinking the Route Towards Weakly Supervised Object Localization | Feb 26, 2020 | General ClassificationObject | CodeCode Available | 1 |
| Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications | Mar 3, 2020 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data | Aug 13, 2019 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Revisiting Point Cloud Classification with a Simple and Effective Baseline | Jan 1, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| An Empirical Study of Example Forgetting during Deep Neural Network Learning | Dec 12, 2018 | General Classification | CodeCode Available | 1 |
| Revisiting the Sibling Head in Object Detector | Mar 17, 2020 | DisentanglementGeneral Classification | CodeCode Available | 1 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| RoBERTa-wwm-ext Fine-Tuning for Chinese Text Classification | Feb 24, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification | Dec 6, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Robust Loss Functions under Label Noise for Deep Neural Networks | Dec 27, 2017 | Binary ClassificationClassification | 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 |
| Rotation Equivariant Graph Convolutional Network for Spherical Image Classification | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure | May 27, 2020 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 |
| Sampling Generative Networks | Sep 14, 2016 | AttributeBinary Classification | CodeCode Available | 1 |
| Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent | Feb 24, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| SciBERT: A Pretrained Language Model for Scientific Text | Mar 26, 2019 | Citation Intent ClassificationDependency Parsing | CodeCode Available | 1 |
| See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification | Jan 26, 2019 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 1 |
| SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification | Dec 10, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation | Nov 2, 2015 | Crowd CountingDecoder | CodeCode Available | 1 |
| Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification | Mar 20, 2020 | feature selectionFew-Shot Image Classification | CodeCode Available | 1 |
| Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE | Jun 3, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Self-Supervised Classification Network | Mar 19, 2021 | ClassificationClustering | CodeCode Available | 1 |
| Self-Supervised Prototypical Transfer Learning for Few-Shot Classification | Jun 19, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics | Apr 7, 2019 | Action RecognitionGeneral Classification | CodeCode Available | 1 |
| Semantic Drift Compensation for Class-Incremental Learning | Apr 1, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Semantic Line Detection and Its Applications | Oct 1, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| ALL-IN-1: Short Text Classification with One Model for All Languages | Oct 26, 2017 | AllGeneral Classification | CodeCode Available | 1 |
| Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images | Dec 19, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Semi-Supervised Learning with Ladder Networks | Jul 9, 2015 | General ClassificationSemi-Supervised Image Classification | CodeCode Available | 1 |
| Learning Robust Global Representations by Penalizing Local Predictive Power | May 29, 2019 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
