| Circumventing Outliers of AutoAugment with Knowledge Distillation | Mar 25, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 | 5 |
| Match Them Up: Visually Explainable Few-shot Image Classification | Nov 25, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks | Sep 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification | Sep 13, 2019 | Federated LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Canonical Capsules: Self-Supervised Capsules in Canonical Pose | Dec 8, 2020 | 3D Point Cloud ReconstructionGeneral Classification | CodeCode Available | 1 | 5 |
| Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations | Aug 5, 2020 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification | Mar 22, 2021 | Continual LearningGeneral Classification | CodeCode Available | 1 | 5 |
| A Generic Visualization Approach for Convolutional Neural Networks | Jul 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints | Jul 29, 2017 | General ClassificationSemantic Role Labeling | CodeCode Available | 1 | 5 |
| MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation | Mar 25, 2021 | ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| 2kenize: Tying Subword Sequences for Chinese Script Conversion | May 7, 2020 | General ClassificationTopic Classification | CodeCode Available | 1 | 5 |
| Meta Learning for Few-Shot One-class Classification | Sep 11, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Leveraging Class Hierarchies with Metric-Guided Prototype Learning | Jul 6, 2020 | General ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Metric Learning with Adaptive Density Discrimination | Nov 18, 2015 | AttributeClassification | CodeCode Available | 1 | 5 |
| Aggregated Residual Transformations for Deep Neural Networks | Nov 16, 2016 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 | 5 |
| MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification | Dec 16, 2020 | General ClassificationTime Series | CodeCode Available | 1 | 5 |
| catch22: CAnonical Time-series CHaracteristics | Jan 29, 2019 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Mitigating Unwanted Biases with Adversarial Learning | Jan 22, 2018 | FairnessGeneral Classification | CodeCode Available | 1 | 5 |
| Categorical Reparameterization with Gumbel-Softmax | Nov 3, 2016 | General Classification | CodeCode Available | 1 | 5 |
| Model Agnostic Defence against Backdoor Attacks in Machine Learning | Aug 6, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Modeling Relational Data with Graph Convolutional Networks | Mar 17, 2017 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| Modern Hopfield Networks and Attention for Immune Repertoire Classification | Jul 16, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud | Dec 5, 2020 | 3D Object DetectionBirds Eye View Object Detection | CodeCode Available | 1 | 5 |
| Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks | Dec 1, 2020 | General ClassificationGraph Classification | CodeCode Available | 1 | 5 |
| MSMatch: Semi-Supervised Multispectral Scene Classification with Few Labels | Mar 18, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Multi-class Gaussian Process Classification with Noisy Inputs | Jan 28, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Multi-Label Classification Neural Networks with Hard Logical Constraints | Mar 24, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Multi-Label Classification with Label Graph Superimposing | Nov 21, 2019 | AttributeClassification | CodeCode Available | 1 | 5 |
| Character-level Convolutional Networks for Text Classification | Sep 4, 2015 | General ClassificationSentiment Analysis | CodeCode Available | 1 | 5 |
| ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities | Jun 17, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning | Sep 17, 2018 | General ClassificationLung Cancer Diagnosis | CodeCode Available | 1 | 5 |
| Classification Calibration for Long-tail Instance Segmentation | Oct 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments | Oct 7, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation | Oct 30, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Active Learning for BERT: An Empirical Study | Nov 1, 2020 | Active LearningBinary text classification | CodeCode Available | 1 | 5 |
| Classification and reconstruction of optical quantum states with deep neural networks | Dec 3, 2020 | General ClassificationQuantum State Tomography | CodeCode Available | 1 | 5 |
| Classification-Based Anomaly Detection for General Data | May 5, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 | 5 |
| Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network | Apr 11, 2020 | ArticlesClassification | CodeCode Available | 1 | 5 |
| Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning | May 22, 2020 | General ClassificationTransfer Learning | CodeCode Available | 1 | 5 |
| MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification | Jan 31, 2021 | DiversityGeneral Classification | CodeCode Available | 1 | 5 |
| Active Learning for Deep Object Detection via Probabilistic Modeling | Mar 30, 2021 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification | Sep 22, 2020 | Computational EfficiencyGeneral Classification | CodeCode Available | 1 | 5 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 | 5 |
| Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images | Jan 6, 2020 | General Classification | CodeCode Available | 1 | 5 |
| Multi-species Seagrass Detection and Classification from Underwater Images | Sep 18, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Multitask learning and benchmarking with clinical time series data | Mar 22, 2017 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Classification of Important Segments in Educational Videos using Multimodal Features | Oct 26, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion | Jun 3, 2020 | Change DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Infant Crying Detection in Real-World Environments | May 12, 2020 | Event DetectionGeneral Classification | CodeCode Available | 1 | 5 |
| Contextualized Weak Supervision for Text Classification | Jul 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
