| Hierarchical Image Classification using Entailment Cone Embeddings | Apr 2, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| TSception: A Deep Learning Framework for Emotion Detection Using EEG | Apr 2, 2020 | Deep LearningEEG | CodeCode Available | 1 |
| Supervised Learning with Quantum Measurements | Apr 2, 2020 | Bayesian InferenceGeneral Classification | CodeCode Available | 1 |
| Learning Representations For Images With Hierarchical Labels | Apr 2, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition | Apr 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Semantic Drift Compensation for Class-Incremental Learning | Apr 1, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Editable Neural Networks | Apr 1, 2020 | Face IdentificationGeneral Classification | CodeCode Available | 1 |
| M2m: Imbalanced Classification via Major-to-minor Translation | Apr 1, 2020 | ClassificationDiversity | 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 |
| Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions | Mar 30, 2020 | General ClassificationRepresentation Learning | CodeCode Available | 1 |
| An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow | Mar 30, 2020 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| TResNet: High Performance GPU-Dedicated Architecture | Mar 30, 2020 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds | Mar 29, 2020 | 3D Object ClassificationGeneral Classification | CodeCode Available | 1 |
| Can AI help in screening Viral and COVID-19 pneumonia? | Mar 29, 2020 | ArticlesCOVID-19 Diagnosis | CodeCode Available | 1 |
| Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection | Mar 27, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| Negative Margin Matters: Understanding Margin in Few-shot Classification | Mar 26, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Circumventing Outliers of AutoAugment with Knowledge Distillation | Mar 25, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need? | Mar 25, 2020 | AllFew-Shot Image Classification | CodeCode Available | 1 |
| Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability | Mar 22, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles | Mar 22, 2020 | ArticlesDocument Classification | CodeCode Available | 1 |
| Multi-Label Text Classification using Attention-based Graph Neural Network | Mar 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| BoostTree and BoostForest for Ensemble Learning | Mar 21, 2020 | DiversityEnsemble Learning | CodeCode Available | 1 |
| Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification | Mar 20, 2020 | feature selectionFew-Shot Image Classification | CodeCode Available | 1 |
| Overinterpretation reveals image classification model pathologies | Mar 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Conditional Gaussian Distribution Learning for Open Set Recognition | Mar 19, 2020 | General ClassificationOpen Set Learning | CodeCode Available | 1 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification | Mar 17, 2020 | Action ClassificationClassification | CodeCode Available | 1 |
| Revisiting the Sibling Head in Object Detector | Mar 17, 2020 | DisentanglementGeneral Classification | CodeCode Available | 1 |
| On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location | Mar 16, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data | Mar 16, 2020 | ClassificationData Augmentation | CodeCode Available | 1 |
| DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning | Mar 15, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Document Ranking with a Pretrained Sequence-to-Sequence Model | Mar 14, 2020 | Ad-Hoc Information RetrievalDocument Ranking | CodeCode Available | 1 |
| TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classification | Mar 14, 2020 | DiversityFew-Shot Learning | CodeCode Available | 1 |
| Ultra Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification | Mar 13, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Semantic Pyramid for Image Generation | Mar 13, 2020 | General ClassificationImage Generation | CodeCode Available | 1 |
| SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification | Mar 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial Occlusion | Mar 10, 2020 | General Classification | CodeCode Available | 1 |
| SuperMix: Supervising the Mixing Data Augmentation | Mar 10, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| Embedding Propagation: Smoother Manifold for Few-Shot Classification | Mar 9, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Dense Dilated Convolutions Merging Network for Land Cover Classification | Mar 9, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches | Mar 8, 2020 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 |
| TaskNorm: Rethinking Batch Normalization for Meta-Learning | Mar 6, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| SimLoss: Class Similarities in Cross Entropy | Mar 6, 2020 | Age EstimationGeneral Classification | CodeCode Available | 1 |
| AIDeveloper: deep learning image classification in life science and beyond | Mar 5, 2020 | Blood Cell CountClassification | CodeCode Available | 1 |
| On the performance of deep learning models for time series classification in streaming | Mar 5, 2020 | General ClassificationTime Series | CodeCode Available | 1 |
| Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox) | Mar 5, 2020 | General ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications | Mar 3, 2020 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
