| CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification | Apr 25, 2020 | General ClassificationLesion Classification | —Unverified | 0 |
| MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification | Apr 25, 2020 | ClassificationData Augmentation | CodeCode Available | 1 |
| How Much Off-The-Shelf Knowledge Is Transferable From Natural Images To Pathology Images? | Apr 24, 2020 | General Classificationimage-classification | —Unverified | 0 |
| RAIN: A Simple Approach for Robust and Accurate Image Classification Networks | Apr 24, 2020 | Adversarial DefenseGeneral Classification | CodeCode Available | 0 |
| DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks | Apr 24, 2020 | General ClassificationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| A Light CNN for detecting COVID-19 from CT scans of the chest | Apr 24, 2020 | General ClassificationGPU | —Unverified | 0 |
| The Plant Pathology 2020 challenge dataset to classify foliar disease of apples | Apr 24, 2020 | ClassificationFine-Grained Visual Categorization | CodeCode Available | 1 |
| A Cascaded Learning Strategy for Robust COVID-19 Pneumonia Chest X-Ray Screening | Apr 24, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Corpus-level and Concept-based Explanations for Interpretable Document Classification | Apr 24, 2020 | ClassificationDecision Making | CodeCode Available | 0 |
| Development of a Machine-Learning System to Classify Lung CT Scan Images into Normal/COVID-19 Class | Apr 24, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| A Two-Stage Multiple Instance Learning Framework for the Detection of Breast Cancer in Mammograms | Apr 24, 2020 | General ClassificationMultiple Instance Learning | —Unverified | 0 |
| Why an Android App is Classified as Malware? Towards Malware Classification Interpretation | Apr 24, 2020 | Android Malware DetectionClassification | CodeCode Available | 1 |
| Understanding when spatial transformer networks do not support invariance, and what to do about it | Apr 24, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Quantization of Deep Neural Networks for Accumulator-constrained Processors | Apr 24, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| PipeNet: Selective Modal Pipeline of Fusion Network for Multi-Modal Face Anti-Spoofing | Apr 24, 2020 | Face Anti-SpoofingGeneral Classification | CodeCode Available | 1 |
| Detection and Classification of Industrial Signal Lights for Factory Floors | Apr 23, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep Learning Classification With Noisy Labels | Apr 23, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Self-supervised Learning for Astronomical Image Classification | Apr 23, 2020 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model | Apr 23, 2020 | Argument MiningClassification | —Unverified | 0 |
| Roof material classification from aerial imagery | Apr 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| UHH-LT at SemEval-2020 Task 12: Fine-Tuning of Pre-Trained Transformer Networks for Offensive Language Detection | Apr 23, 2020 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Deep Learning of Chaos Classification | Apr 23, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks | Apr 23, 2020 | Binary ClassificationComputed Tomography (CT) | CodeCode Available | 0 |
| Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks | Apr 22, 2020 | ClassificationDocument Embedding | CodeCode Available | 0 |
| Per-pixel Classification Rebar Exposures in Bridge Eye-inspection | Apr 22, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification | Apr 22, 2020 | ClassificationDomain Adaptation | —Unverified | 0 |
| Applications of shapelet transform to time series classification of earthquake, wind and wave data | Apr 22, 2020 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Yoga-82: A New Dataset for Fine-grained Classification of Human Poses | Apr 22, 2020 | DiversityGeneral Classification | CodeCode Available | 0 |
| Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition | Apr 22, 2020 | ClassificationDialogue State Tracking | —Unverified | 0 |
| CodNN -- Robust Neural Networks From Coded Classification | Apr 22, 2020 | Autonomous DrivingClassification | —Unverified | 0 |
| A Scalable Feature Selection and Opinion Miner Using Whale Optimization Algorithm | Apr 21, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Natural Disaster Classification using Aerial Photography Explainable for Typhoon Damaged Feature | Apr 21, 2020 | General Classification | —Unverified | 0 |
| AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification | Apr 21, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| A Mathematical Programming approach to Binary Supervised Classification with Label Noise | Apr 21, 2020 | ClusteringGeneral Classification | —Unverified | 0 |
| TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition | Apr 21, 2020 | 3D Face ReconstructionAction Detection | —Unverified | 0 |
| Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification | Apr 21, 2020 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media | Apr 21, 2020 | General ClassificationSemi-Supervised Text Classification | —Unverified | 0 |
| A novel embedded min-max approach for feature selection in nonlinear support vector machine classification | Apr 21, 2020 | Classificationfeature selection | CodeCode Available | 0 |
| Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling | Apr 21, 2020 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| On-the-Fly Joint Feature Selection and Classification | Apr 21, 2020 | ClassificationDecision Making | —Unverified | 0 |
| 4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification | Apr 21, 2020 | General Classification | —Unverified | 0 |
| Tensor Networks for Medical Image Classification | Apr 21, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Airborne LiDAR Point Cloud Classification with Graph Attention Convolution Neural Network | Apr 20, 2020 | Deep LearningGeneral Classification | —Unverified | 0 |
| OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer | Apr 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| New Metrics Between Rational Spectra and their Connection to Optimal Transport | Apr 20, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Towards Understanding Normalization in Neural ODEs | Apr 20, 2020 | General Classification | CodeCode Available | 1 |
| Multi-label Stream Classification with Self-Organizing Maps | Apr 20, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Class Distribution Alignment for Adversarial Domain Adaptation | Apr 20, 2020 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Causality-aware counterfactual confounding adjustment for feature representations learned by deep models | Apr 20, 2020 | counterfactualGeneral Classification | —Unverified | 0 |
| Improving correlation method with convolutional neural networks | Apr 20, 2020 | ClassificationGeneral Classification | —Unverified | 0 |