| Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training | Feb 17, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Crop mapping from image time series: deep learning with multi-scale label hierarchies | Feb 17, 2021 | Crop ClassificationGeneral Classification | CodeCode Available | 1 |
| Instance Localization for Self-supervised Detection Pretraining | Feb 16, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Cross-modal Adversarial Reprogramming | Feb 15, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| MATCH: Metadata-Aware Text Classification in A Large Hierarchy | Feb 15, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Healing Products of Gaussian Processes | Feb 14, 2021 | Gaussian ProcessesGeneral Classification | CodeCode Available | 1 |
| Bacteriophage classification for assembled contigs using Graph Convolutional Network | Feb 7, 2021 | ClassificationDiversity | CodeCode Available | 1 |
| MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification | Feb 7, 2021 | ClassificationEEG | CodeCode Available | 1 |
| BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices | Feb 6, 2021 | Face RecognitionGeneral Classification | CodeCode Available | 1 |
| Deep Semi-Supervised Learning for Time Series Classification | Feb 6, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Mask Guided Attention For Fine-Grained Patchy Image Classification | Feb 4, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Uncertain Time Series Classification With Shapelet Transform | Feb 3, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Trusted Multi-View Classification | Feb 3, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification | Feb 2, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning | Feb 2, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation | Feb 2, 2021 | Audio ClassificationAudio Tagging | CodeCode Available | 1 |
| Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification | Feb 1, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features | Jan 31, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification | Jan 31, 2021 | DiversityGeneral Classification | CodeCode Available | 1 |
| Deep Triplet Hashing Network for Case-based Medical Image Retrieval | Jan 29, 2021 | ClassificationDeep Hashing | CodeCode Available | 1 |
| BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data | Jan 28, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| A Neural Few-Shot Text Classification Reality Check | Jan 28, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| Multilingual and cross-lingual document classification: A meta-learning approach | Jan 27, 2021 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 1 |
| Towards Robustness to Label Noise in Text Classification via Noise Modeling | Jan 27, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart Disease | Jan 26, 2021 | ClassificationComputed Tomography (CT) | CodeCode Available | 1 |
| Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning | Jan 26, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| SpanEmo: Casting Multi-label Emotion Classification as Span-prediction | Jan 25, 2021 | Author ProfilingClassification | CodeCode Available | 1 |
| EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information | Jan 25, 2021 | ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 |
| UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading | Jan 25, 2021 | Colorectal Polyps CharacterizationGeneral Classification | CodeCode Available | 1 |
| Unsupervised Key-phrase Extraction and Clustering for Classification Scheme in Scientific Publications | Jan 25, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Multi-task Learning Approach for Automatic Modulation and Wireless Signal Classification | Jan 25, 2021 | General ClassificationManagement | CodeCode Available | 1 |
| Online Continual Learning in Image Classification: An Empirical Survey | Jan 25, 2021 | ClassificationContinual Learning | CodeCode Available | 1 |
| Does Head Label Help for Long-Tailed Multi-Label Text Classification | Jan 24, 2021 | General ClassificationMulti Label Text Classification | CodeCode Available | 1 |
| EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification | Jan 24, 2021 | Brain Computer InterfaceClassification | CodeCode Available | 1 |
| Progressive Co-Attention Network for Fine-grained Visual Classification | Jan 21, 2021 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 |
| LEAF: A Learnable Frontend for Audio Classification | Jan 21, 2021 | Audio ClassificationClassification | CodeCode Available | 1 |
| TCLR: Temporal Contrastive Learning for Video Representation | Jan 20, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? | Jan 20, 2021 | ArticlesClassification | CodeCode Available | 1 |
| Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification | Jan 19, 2021 | General ClassificationLung Nodule Classification | CodeCode Available | 1 |
| Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification | Jan 17, 2021 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Counterfactual Generative Networks | Jan 15, 2021 | Classificationcounterfactual | CodeCode Available | 1 |
| Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects | Jan 15, 2021 | General ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty Estimation | Jan 14, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Label Contrastive Coding based Graph Neural Network for Graph Classification | Jan 14, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification | Jan 13, 2021 | General ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 |
| Big Self-Supervised Models Advance Medical Image Classification | Jan 13, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Combining Neural Network Models for Blood Cell Classification | Jan 10, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification | Jan 9, 2021 | General ClassificationMulti Label 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 |
