| Leveraging the Feature Distribution in Transfer-based Few-Shot Learning | Jun 6, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Visual Transformers: Token-based Image Representation and Processing for Computer Vision | Jun 5, 2020 | General ClassificationImage Classification | CodeCode Available | 1 |
| Network Together: Node Classification via Cross-Network Deep Network Embedding | Jun 4, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE | Jun 3, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images | Jun 3, 2020 | COVID-19 DiagnosisGeneral Classification | CodeCode Available | 1 |
| Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion | Jun 3, 2020 | Change DetectionGeneral Classification | CodeCode Available | 1 |
| Classification with Valid and Adaptive Coverage | Jun 3, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Interpretable Time-series Classification on Few-shot Samples | Jun 3, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| DiscSense: Automated Semantic Analysis of Discourse Markers | Jun 2, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 |
| Concept Matching for Low-Resource Classification | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Background Data Resampling for Outlier-Aware Classification | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Rotation Equivariant Graph Convolutional Network for Spherical Image Classification | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Supervised learning is an accurate method for network-based gene classification | Jun 1, 2020 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| Attentive Weights Generation for Few Shot Learning via Information Maximization | Jun 1, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation | Jun 1, 2020 | General ClassificationSegmentation | CodeCode Available | 1 |
| Benchmarking Adversarial Robustness on Image Classification | Jun 1, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces | May 31, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations | May 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing | May 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure | May 27, 2020 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 |
| Few-Shot Open-Set Recognition using Meta-Learning | May 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Skew Gaussian Processes for Classification | May 26, 2020 | ClassificationGaussian Processes | CodeCode Available | 1 |
| Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions | May 26, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 |
| What Are People Asking About COVID-19? A Question Classification Dataset | May 26, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Hyperspectral Image Classification with Attention Aided CNNs | May 25, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification | May 22, 2020 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Semi-supervised Medical Image Classification with Global Latent Mixing | May 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning | May 22, 2020 | General ClassificationTransfer Learning | CodeCode Available | 1 |
| From ImageNet to Image Classification: Contextualizing Progress on Benchmarks | May 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification | May 21, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Interpretable and Accurate Fine-grained Recognition via Region Grouping | May 21, 2020 | Fine-Grained Visual RecognitionGeneral 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 |
| Improve robustness of DNN for ECG signal classification:a noise-to-signal ratio perspective | May 18, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Multi-level Feature Fusion-based CNN for Local Climate Zone Classification from Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset | May 16, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Convolutional neural networks for classification and regression analysis of one-dimensional spectral data | May 15, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter | May 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model | May 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Adaptive XGBoost for Evolving Data Streams | May 15, 2020 | Drift DetectionGeneral Classification | CodeCode Available | 1 |
| Deep Hierarchical Classification for Category Prediction in E-commerce System | May 14, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Semi-supervised Neural Chord Estimation Based on a Variational Autoencoder with Latent Chord Labels and Features | May 14, 2020 | General ClassificationVariational Inference | CodeCode Available | 1 |
| Dense-Resolution Network for Point Cloud Classification and Segmentation | May 14, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Simultaneous imputation and disease classification in incomplete medical datasets using Multigraph Geometric Matrix Completion (MGMC) | May 14, 2020 | ClassificationDisease Prediction | CodeCode Available | 1 |
| Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation | May 14, 2020 | General ClassificationSpecificity | CodeCode Available | 1 |
| Modularizing Deep Learning via Pairwise Learning With Kernels | May 12, 2020 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| HYDRA: A multimodal deep learning framework for malware classification | May 12, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Infant Crying Detection in Real-World Environments | May 12, 2020 | Event DetectionGeneral Classification | CodeCode Available | 1 |
| SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics | May 8, 2020 | ClassificationEmotion Classification | CodeCode Available | 1 |
| Wavelet Integrated CNNs for Noise-Robust Image Classification | May 7, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification | May 7, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
