| Wise-SrNet: A Novel Architecture for Enhancing Image Classification by Learning Spatial Resolution of Feature Maps | Apr 26, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets | Apr 26, 2021 | General Classificationimage-classification | CodeCode Available | 1 |
| Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System | Apr 24, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text | Apr 22, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| So-ViT: Mind Visual Tokens for Vision Transformer | Apr 22, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| All Tokens Matter: Token Labeling for Training Better Vision Transformers | Apr 22, 2021 | AllEfficient ViTs | CodeCode Available | 1 |
| Rule Generation for Classification: Scalability, Interpretability, and Fairness | Apr 21, 2021 | ClassificationFairness | CodeCode Available | 1 |
| Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation | Apr 20, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning | Apr 20, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation | Apr 18, 2021 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification | Apr 17, 2021 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 |
| Emotion Classification in a Resource Constrained Language Using Transformer-based Approach | Apr 17, 2021 | ClassificationEmotion Classification | CodeCode Available | 1 |
| Controlled abstention neural networks for identifying skillful predictions for classification problems | Apr 16, 2021 | General Classification | CodeCode Available | 1 |
| Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media | Apr 16, 2021 | Document ClassificationDomain Adaptation | CodeCode Available | 1 |
| Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis | Apr 16, 2021 | ClassificationEEG | 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 |
| Contrastive Learning for Sports Video: Unsupervised Player Classification | Apr 15, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| HIVE-COTE 2.0: a new meta ensemble for time series classification | Apr 15, 2021 | General ClassificationTime Series | CodeCode Available | 1 |
| Text Guide: Improving the quality of long text classification by a text selection method based on feature importance | Apr 15, 2021 | ClassificationExplainable artificial intelligence | CodeCode Available | 1 |
| Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference | Apr 14, 2021 | Continual LearningGeneral Classification | CodeCode Available | 1 |
| Continual Learning for Text Classification with Information Disentanglement Based Regularization | Apr 12, 2021 | Continual LearningDisentanglement | CodeCode Available | 1 |
| Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation | Apr 12, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Soft Labels | Apr 12, 2021 | General ClassificationManagement | CodeCode Available | 1 |
| Zero-Shot Learning on 3D Point Cloud Objects and Beyond | Apr 11, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Robust Self-Ensembling Network for Hyperspectral Image Classification | Apr 8, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| DeepI2P: Image-to-Point Cloud Registration via Deep Classification | Apr 8, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Contrastive Learning of Global-Local Video Representations | Apr 7, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| IndoFashion : Apparel Classification for Indian Ethnic Clothes | Apr 6, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| SERRANT: a syntactic classifier for English Grammatical Error Types | Apr 6, 2021 | General Classification | CodeCode Available | 1 |
| Beyond Categorical Label Representations for Image Classification | Apr 6, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference | Apr 2, 2021 | CPUGeneral Classification | CodeCode Available | 1 |
| A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification | Apr 1, 2021 | General ClassificationTransfer Learning | CodeCode Available | 1 |
| Remote Sensing Image Classification with the SEN12MS Dataset | Apr 1, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification | Apr 1, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Parameterized Hypercomplex Graph Neural Networks for Graph Classification | Mar 30, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification | Mar 30, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Active Learning for Deep Object Detection via Probabilistic Modeling | Mar 30, 2021 | Active LearningClassification | CodeCode Available | 1 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 |
| ViViT: A Video Vision Transformer | Mar 29, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning | Mar 29, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Busy-Quiet Video Disentangling for Video Classification | Mar 29, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Strong Optimal Classification Trees | Mar 29, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification | Mar 27, 2021 | General Classificationimage-classification | CodeCode Available | 1 |
| Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and Detection | Mar 27, 2021 | Abusive LanguageGeneral Classification | CodeCode Available | 1 |
| Gated Transformer Networks for Multivariate Time Series Classification | Mar 26, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning | Mar 26, 2021 | Deep Reinforcement LearningGeneral Classification | CodeCode Available | 1 |
| MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation | Mar 25, 2021 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| Universal Representation Learning from Multiple Domains for Few-shot Classification | Mar 25, 2021 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| An evidential classifier based on Dempster-Shafer theory and deep learning | Mar 25, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
