| Deep Discrete Hashing with Self-supervised Pairwise Labels | Jul 7, 2017 | Deep HashingGeneral Classification | CodeCode Available | 0 | 5 |
| On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks | May 27, 2019 | ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images | Jan 26, 2016 | DiversityGeneral Classification | CodeCode Available | 0 | 5 |
| Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes? | Jul 2, 2020 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Deep Extreme Multi-label Learning | Apr 12, 2017 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 0 | 5 |
| Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices | Oct 31, 2019 | DiagnosticGeneral Classification | CodeCode Available | 0 | 5 |
| Analysis of Confident-Classifiers for Out-of-distribution Detection | Apr 27, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution | Aug 18, 2017 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 | 5 |
| A Retrospective Analysis of the Fake News Challenge Stance Detection Task | Jun 13, 2018 | General ClassificationStance Classification | CodeCode Available | 0 | 5 |
| Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification | Aug 15, 2016 | Data AugmentationDictionary Learning | CodeCode Available | 0 | 5 |
| A Review of Different Word Embeddings for Sentiment Classification using Deep Learning | Jul 5, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 | 5 |
| A C-LSTM Neural Network for Text Classification | Nov 27, 2015 | General ClassificationSentence | CodeCode Available | 0 | 5 |
| Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis | Feb 2, 2018 | Breast Cancer DetectionBreast Cancer Histology Image Classification | CodeCode Available | 0 | 5 |
| CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations | Oct 27, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data | Jan 18, 2018 | Classificationfeature selection | CodeCode Available | 0 | 5 |
| DeepCorrect: Correcting DNN models against Image Distortions | May 5, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| On the Robustness of Semantic Segmentation Models to Adversarial Attacks | Nov 27, 2017 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| On the Explanation of Machine Learning Predictions in Clinical Gait Analysis | Dec 16, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| Deep Face Forgery Detection | Apr 6, 2020 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Deep brain state classification of MEG data | Jul 2, 2020 | Brain DecodingClassification | CodeCode Available | 0 | 5 |
| COLA: Decentralized Linear Learning | Aug 13, 2018 | BIG-bench Machine LearningCoLA | CodeCode Available | 0 | 5 |
| Open-domain question classification and completion in conversational information search | Feb 26, 2021 | ClassificationConversational Response Selection | CodeCode Available | 0 | 5 |
| DeepBlindness: Fast Blindness Map Estimation and Blindness Type Classification for Outdoor Scene from Single Color Image | Nov 2, 2019 | General Classification | CodeCode Available | 0 | 5 |
| Deep CNN-based Multi-task Learning for Open-Set Recognition | Mar 7, 2019 | DecoderGeneral Classification | CodeCode Available | 0 | 5 |
| OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames | Aug 16, 2020 | General Classification | CodeCode Available | 0 | 5 |
| Deep attention-based classification network for robust depth prediction | Jul 11, 2018 | ClassificationDeep Attention | CodeCode Available | 0 | 5 |
| Automatic Differentiation in PyTorch | Oct 28, 2017 | ClusteringCPU | CodeCode Available | 0 | 5 |
| DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning | Feb 19, 2019 | Binary ClassificationDensity Estimation | CodeCode Available | 0 | 5 |
| Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images | May 30, 2018 | DiagnosticGeneral Classification | CodeCode Available | 0 | 5 |
| Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions | Oct 12, 2017 | Autonomous DrivingGeneral Classification | CodeCode Available | 0 | 5 |
| Optimizing CNN-based Hyperspectral ImageClassification on FPGAs | Jun 27, 2019 | ClassificationCPU | CodeCode Available | 0 | 5 |
| Order-free Learning Alleviating Exposure Bias in Multi-label Classification | Sep 8, 2019 | DecoderGeneral Classification | CodeCode Available | 0 | 5 |
| Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification | Feb 21, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Analysis Dictionary Learning based Classification: Structure for Robustness | Jul 13, 2018 | ClassificationDictionary Learning | CodeCode Available | 0 | 5 |
| Orthogonal Least Squares Based Fast Feature Selection for Linear Classification | Jan 21, 2021 | Classificationfeature selection | CodeCode Available | 0 | 5 |
| Classification of Macromolecule Type Based on Sequences of Amino Acids Using Deep Learning | Jul 1, 2019 | General Classification | CodeCode Available | 0 | 5 |
| Orthrus: A Bimodal Learning Architecture for Malware Classification | Sep 28, 2020 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Decoupling "when to update" from "how to update" | Jun 8, 2017 | Face RecognitionGender Classification | CodeCode Available | 0 | 5 |
| Deep Composer Classification Using Symbolic Representation | Oct 2, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification | Dec 12, 2016 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection | Oct 5, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Decoder Choice Network for Meta-Learning | Sep 25, 2019 | DecoderEnsemble Learning | CodeCode Available | 0 | 5 |
| Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks | Aug 11, 2020 | ClassificationEEG | CodeCode Available | 0 | 5 |
| Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation | Jun 16, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Pairwise Confusion for Fine-Grained Visual Classification | May 22, 2017 | ClassificationFine-Grained Image Classification | CodeCode Available | 0 | 5 |
| Automatic crack classification by exploiting statistical event descriptors for Deep Learning | Jul 24, 2019 | General ClassificationStructural Health Monitoring | CodeCode Available | 0 | 5 |
| Paradoxes in Fair Machine Learning | Dec 1, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Parallel Grid Pooling for Data Augmentation | Mar 30, 2018 | Data AugmentationGeneral Classification | CodeCode Available | 0 | 5 |
| DCFNet: Deep Neural Network with Decomposed Convolutional Filters | Feb 12, 2018 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
