| Fixing the train-test resolution discrepancy | Jun 14, 2019 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 2 |
| Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach | Aug 31, 2019 | ArticlesBenchmarking | CodeCode Available | 2 |
| 3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data | Jul 6, 2018 | General Classification | CodeCode Available | 2 |
| BAE: BERT-based Adversarial Examples for Text Classification | Apr 4, 2020 | Adversarial AttackAdversarial Text | CodeCode Available | 2 |
| Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service | Jan 8, 2020 | ClassificationGeneral Classification | CodeCode Available | 2 |
| Fully Convolutional Instance-aware Semantic Segmentation | Nov 23, 2016 | General ClassificationInstance Segmentation | CodeCode Available | 2 |
| Prototypical Networks for Few-shot Learning | Mar 15, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 2 |
| Attentional-Biased Stochastic Gradient Descent | Dec 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTM | Nov 12, 2020 | Atrial Fibrillation DetectionClassification | CodeCode Available | 1 |
| A Transformer-based Framework for Multivariate Time Series Representation Learning | Oct 6, 2020 | Computational EfficiencyGeneral Classification | CodeCode Available | 1 |
| Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification | Dec 24, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 |
| AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification | Nov 1, 2018 | General ClassificationMulti-Label Text Classification | CodeCode Available | 1 |
| A Survey of Deep Learning Techniques for Weed Detection from Images | Mar 2, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| 2kenize: Tying Subword Sequences for Chinese Script Conversion | May 7, 2020 | General ClassificationTopic Classification | CodeCode Available | 1 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 |
| A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set | Mar 31, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Attentive Weights Generation for Few Shot Learning via Information Maximization | Jun 1, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| A Self-supervised Approach for Adversarial Robustness | Jun 8, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 1 |
| A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency | May 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Are These Birds Similar: Learning Branched Networks for Fine-grained Representations | Jan 16, 2020 | ClassificationDocument Text Classification | CodeCode Available | 1 |
| A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification | Apr 1, 2021 | General ClassificationTransfer Learning | CodeCode Available | 1 |
| A Self-Attention Network based Node Embedding Model | Jun 22, 2020 | General ClassificationLink Prediction | CodeCode Available | 1 |
| Association Graph Learning for Multi-Task Classification with Category Shifts | Oct 10, 2022 | General ClassificationGraph Learning | CodeCode Available | 1 |
| A Practioner's Guide to Evaluating Entity Resolution Results | Sep 14, 2015 | ClusteringEntity Resolution | CodeCode Available | 1 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection | Sep 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Unsupervised Autoregressive Model for Speech Representation Learning | Apr 5, 2019 | General Classificationmodel | CodeCode Available | 1 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| A new Backdoor Attack in CNNs by training set corruption without label poisoning | Feb 12, 2019 | Backdoor AttackGeneral Classification | CodeCode Available | 1 |
| Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification | Dec 9, 2020 | Anomaly DetectionAtrial Fibrillation Detection | CodeCode Available | 1 |
| A pipeline for fair comparison of graph neural networks in node classification tasks | Dec 19, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| A Two-Stage Approach to Device-Robust Acoustic Scene Classification | Nov 3, 2020 | Acoustic Scene 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 |
| An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs | Jan 13, 2020 | General ClassificationRobust classification | CodeCode Available | 1 |
| ViViT: A Video Vision Transformer | Mar 29, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| An Amharic News Text classification Dataset | Mar 10, 2021 | ArticlesClassification | CodeCode Available | 1 |
| An End-to-End Architecture for Keyword Spotting and Voice Activity Detection | Nov 28, 2016 | Action DetectionActivity Detection | CodeCode Available | 1 |
| An Empirical Analysis of Image-Based Learning Techniques for Malware Classification | Mar 24, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| An Empirical Study of Example Forgetting during Deep Neural Network Learning | Dec 12, 2018 | General Classification | CodeCode Available | 1 |
| A Machine Learning Benchmark for Facies Classification | Jan 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification | Apr 21, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Anonymous Walk Embeddings | May 30, 2018 | General ClassificationGraph Classification | CodeCode Available | 1 |
| A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios | Mar 24, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| AP-Loss for Accurate One-Stage Object Detection | Aug 17, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A kernel-based quantum random forest for improved classification | Oct 5, 2022 | General ClassificationQuantum Machine Learning | CodeCode Available | 1 |
