| Image-embodied Knowledge Representation Learning | Sep 22, 2016 | General ClassificationKnowledge Graph Completion | CodeCode Available | 0 |
| Jet Constituents for Deep Neural Network Based Top Quark Tagging | Apr 7, 2017 | General Classification | CodeCode Available | 0 |
| FERAtt: Facial Expression Recognition with Attention Net | Feb 8, 2019 | DecoderFacial Expression Recognition | CodeCode Available | 0 |
| Counterfactual Detection meets Transfer Learning | May 27, 2020 | Binary Classificationcounterfactual | CodeCode Available | 0 |
| An Approach for Process Model Extraction By Multi-Grained Text Classification | May 16, 2019 | General ClassificationManagement | CodeCode Available | 0 |
| Automated Breast Lesion Segmentation in Ultrasound Images | Sep 27, 2016 | General ClassificationLesion Segmentation | CodeCode Available | 0 |
| Autoencoders and Generative Adversarial Networks for Imbalanced Sequence Classification | Jan 8, 2019 | Anomaly DetectionClassification | CodeCode Available | 0 |
| Countering Adversarial Images using Input Transformations | Oct 31, 2017 | Adversarial DefenseGeneral Classification | CodeCode Available | 0 |
| A Persistent Weisfeiler–Lehman Procedure for Graph Classification | Jun 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies | Nov 10, 2017 | DecoderGeneral Classification | CodeCode Available | 0 |
| EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge Computing | Sep 30, 2019 | Edge-computingEfficient Neural Network | CodeCode Available | 0 |
| Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning | Jul 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| EdgeNet: A novel approach for Arabic numeral classification | Jul 30, 2019 | ClassificationDiversity | CodeCode Available | 0 |
| A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification | Aug 9, 2019 | General ClassificationHeart Rate Variability | CodeCode Available | 0 |
| FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees | Mar 12, 2018 | General Classification | CodeCode Available | 0 |
| A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization | Dec 21, 2018 | ClassificationEmotion Recognition | CodeCode Available | 0 |
| Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method | Oct 5, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
| Adversarial Attacks on Deep Neural Networks for Time Series Classification | Mar 17, 2019 | Activity RecognitionAdversarial Attack | CodeCode Available | 0 |
| A PCB Dataset for Defects Detection and Classification | Jan 24, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A pathway-based kernel boosting method for sample classification using genomic data | Mar 11, 2018 | General Classification | CodeCode Available | 0 |
| EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION | Apr 7, 2017 | General Classification | CodeCode Available | 0 |
| COVID-19 detection using chest X-rays: is lung segmentation important for generalization? | Apr 12, 2021 | Bayesian InferenceGeneral Classification | CodeCode Available | 0 |
| FewRel 2.0: Towards More Challenging Few-Shot Relation Classification | Oct 16, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation | Oct 24, 2018 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Autoencoder-Driven Weather Clustering for Source Estimation during Nuclear Events | Sep 18, 2017 | ClusteringGeneral Classification | CodeCode Available | 0 |
| Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces | Oct 1, 2018 | General ClassificationMulti-Label Classification | CodeCode Available | 0 |
| AutoDispNet: Improving Disparity Estimation With AutoML | May 17, 2019 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| CP-decomposition with Tensor Power Method for Convolutional Neural Networks Compression | Jan 25, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Fast Few-Shot Classification by Few-Iteration Meta-Learning | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Crafting Adversarial Input Sequences for Recurrent Neural Networks | Apr 28, 2016 | Autonomous VehiclesBIG-bench Machine Learning | CodeCode Available | 0 |
| Few-shot classification in Named Entity Recognition Task | Dec 14, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Crater Detection via Convolutional Neural Networks | Jan 5, 2016 | General Classification | CodeCode Available | 0 |
| Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks | May 6, 2019 | Bayesian OptimizationData Augmentation | CodeCode Available | 0 |
| Ink removal from histopathology whole slide images by combining classification, detection and image generation models | May 10, 2019 | General ClassificationImage Generation | CodeCode Available | 0 |
| A multi-instance deep neural network classifier: application to Higgs boson CP measurement | Mar 2, 2018 | General Classification | CodeCode Available | 0 |
| Johns Hopkins or johnny-hopkins: Classifying Individuals versus Organizations on Twitter | Jun 1, 2018 | General Classification | CodeCode Available | 0 |
| Credit Card Fraud Detection Using Autoencoder Neural Network | Aug 30, 2019 | DenoisingFraud Detection | CodeCode Available | 0 |
| Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks | Nov 10, 2019 | DiversityEntity Typing | CodeCode Available | 0 |
| Acute Lymphoblastic Leukemia Classification from Microscopic Images using Convolutional Neural Networks | Jun 21, 2019 | General Classification | CodeCode Available | 0 |
| A Multi-cascaded Deep Model for Bilingual SMS Classification | Nov 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Effective LSTMs for Target-Dependent Sentiment Classification | Dec 3, 2015 | Aspect-Based Sentiment Analysis (ABSA)General Classification | CodeCode Available | 0 |
| Taming Pretrained Transformers for Extreme Multi-label Text Classification | May 7, 2019 | Extreme Multi-Label ClassificationGeneral Classification | CodeCode Available | 0 |
| Equalized odds postprocessing under imperfect group information | Jun 7, 2019 | AttributeFairness | CodeCode Available | 0 |
| CRNN: A Joint Neural Network for Redundancy Detection | Jun 4, 2017 | BenchmarkingGeneral Classification | CodeCode Available | 0 |
| Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model | Aug 16, 2018 | General Classification | CodeCode Available | 0 |
| Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features | Jun 18, 2019 | General ClassificationTransfer Learning | CodeCode Available | 0 |
| Autism spectrum disorder classification based on interpersonal neural synchrony: Can classification be improved by dyadic neural biomarkers using unsupervised graph representation learning? | Aug 17, 2022 | General ClassificationGraph Representation Learning | CodeCode Available | 0 |
| GuideR: a guided separate-and-conquer rule learning in classification, regression, and survival settings | Jun 5, 2018 | AttributeGeneral Classification | CodeCode Available | 0 |
| Cross Attention Network for Few-shot Classification | Oct 17, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification | Apr 15, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
