| TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second | Jul 5, 2022 | AutoMLBayesian Inference | CodeCode Available | 5 | 5 |
| XGBoost: A Scalable Tree Boosting System | Mar 9, 2016 | BIG-bench Machine LearningClustering | CodeCode Available | 4 | 5 |
| RegNet: Self-Regulated Network for Image Classification | Jan 3, 2021 | ClassificationGeneral Classification | CodeCode Available | 4 | 5 |
| Benchmarking Automatic Machine Learning Frameworks | Aug 17, 2018 | Automated Feature EngineeringAutoML | CodeCode Available | 3 | 5 |
| PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis | Aug 2, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 3 | 5 |
| Bag of Freebies for Training Object Detection Neural Networks | Feb 11, 2019 | General Classificationimage-classification | CodeCode Available | 3 | 5 |
| SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels | Nov 24, 2017 | Deep LearningGeneral Classification | CodeCode Available | 3 | 5 |
| Is deep learning necessary for simple classification tasks? | Jun 11, 2020 | AutoMLBinary Classification | CodeCode Available | 3 | 5 |
| USB: A Unified Semi-supervised Learning Benchmark for Classification | Aug 12, 2022 | General ClassificationGPU | CodeCode Available | 3 | 5 |
| Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline | Nov 20, 2016 | General ClassificationTime Series | CodeCode Available | 3 | 5 |
| Universal Language Model Fine-tuning for Text Classification | Jan 18, 2018 | General ClassificationLanguage Modeling | CodeCode Available | 3 | 5 |
| The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes | May 10, 2020 | Binary ClassificationClassification | CodeCode Available | 3 | 5 |
| PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts | Oct 17, 2017 | General ClassificationSentence | CodeCode Available | 3 | 5 |
| ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels | Oct 29, 2019 | General ClassificationTime Series | CodeCode Available | 3 | 5 |
| GLM: General Language Model Pretraining with Autoregressive Blank Infilling | Mar 18, 2021 | Abstractive Text SummarizationClassification | CodeCode Available | 3 | 5 |
| A simple squared-error reformulation for ordinal classification | Dec 2, 2016 | ClassificationGeneral Classification | CodeCode Available | 3 | 5 |
| Pre-Training with Whole Word Masking for Chinese BERT | Jun 19, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 3 | 5 |
| Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection | Jun 8, 2020 | Dense Object DetectionGeneral Classification | CodeCode Available | 3 | 5 |
| Speaker-change Aware CRF for Dialogue Act Classification | Apr 6, 2020 | ClassificationDialogue Act Classification | CodeCode Available | 2 | 5 |
| Simple Recurrent Units for Highly Parallelizable Recurrence | Sep 8, 2017 | General ClassificationMachine Translation | CodeCode Available | 2 | 5 |
| Single channel voice separation for unknown number of speakers under reverberant and noisy settings | Nov 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 2 | 5 |
| PyCM: Multiclass confusion matrix library in Python | May 29, 2018 | General Classification | CodeCode Available | 2 | 5 |
| Prototypical Networks for Few-shot Learning | Mar 15, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 2 | 5 |
| Multi-Task Learning as Multi-Objective Optimization | Oct 10, 2018 | Depth EstimationGeneral Classification | CodeCode Available | 2 | 5 |
| R-FCN-3000 at 30fps: Decoupling Detection and Classification | Dec 5, 2017 | ClassificationGeneral Classification | CodeCode Available | 2 | 5 |
| Random Erasing Data Augmentation | Aug 16, 2017 | Data AugmentationGeneral Classification | CodeCode Available | 2 | 5 |
| ktrain: A Low-Code Library for Augmented Machine Learning | Apr 19, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 2 | 5 |
| Graph Transformer Networks | Nov 6, 2019 | General ClassificationHeterogeneous Node Classification | CodeCode Available | 2 | 5 |
| 3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data | Jul 6, 2018 | General Classification | CodeCode Available | 2 | 5 |
| Some Improvements on Deep Convolutional Neural Network Based Image Classification | Dec 19, 2013 | ClassificationGeneral Classification | CodeCode Available | 2 | 5 |
| Large Scale Radio Frequency Signal Classification | Jul 20, 2022 | DiversityGeneral Classification | CodeCode Available | 2 | 5 |
| Leveraging Latent Features for Local Explanations | May 29, 2019 | General ClassificationOpen-Ended Question Answering | CodeCode Available | 2 | 5 |
| Fixing the train-test resolution discrepancy | Jun 14, 2019 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 2 | 5 |
| Graph Neural Networks in TensorFlow and Keras with Spektral | Jun 22, 2020 | Deep LearningGeneral Classification | CodeCode Available | 2 | 5 |
| SCAN: Learning to Classify Images without Labels | May 25, 2020 | ClassificationClustering | CodeCode Available | 2 | 5 |
| CLUE: A Chinese Language Understanding Evaluation Benchmark | Apr 13, 2020 | General ClassificationMachine Reading Comprehension | CodeCode Available | 2 | 5 |
| Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service | Jan 8, 2020 | ClassificationGeneral Classification | CodeCode Available | 2 | 5 |
| Deep learning for time series classification: a review | Sep 12, 2018 | Deep LearningGeneral Classification | CodeCode Available | 2 | 5 |
| EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks | Jan 31, 2019 | Data AugmentationGeneral Classification | CodeCode Available | 2 | 5 |
| Enhancing Fine-grained Sentiment Classification Exploiting Local Context Embedding | Oct 2, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 2 | 5 |
| Fully Convolutional Instance-aware Semantic Segmentation | Nov 23, 2016 | General ClassificationInstance Segmentation | CodeCode Available | 2 | 5 |
| Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach | Aug 31, 2019 | ArticlesBenchmarking | CodeCode Available | 2 | 5 |
| Deep learning for time series classification | Oct 1, 2020 | Activity RecognitionClassification | CodeCode Available | 2 | 5 |
| Hopular: Modern Hopfield Networks for Tabular Data | Jun 1, 2022 | Deep LearningGeneral Classification | CodeCode Available | 2 | 5 |
| Is Space-Time Attention All You Need for Video Understanding? | Feb 9, 2021 | Action ClassificationAction Recognition | CodeCode Available | 2 | 5 |
| Knowledge Representation Learning: A Quantitative Review | Dec 28, 2018 | General ClassificationInformation Retrieval | CodeCode Available | 2 | 5 |
| AST: Audio Spectrogram Transformer | Apr 5, 2021 | Audio ClassificationAudio Tagging | CodeCode Available | 2 | 5 |
| Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification | Oct 26, 2020 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 2 | 5 |
| A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction | Dec 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 2 | 5 |
| On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited | Mar 12, 2020 | ClassificationGeneral Classification | CodeCode Available | 2 | 5 |
