| AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification | Aug 18, 2016 | Aerial Scene ClassificationClassification | CodeCode Available | 1 |
| Bag of Tricks for Efficient Text Classification | Jul 6, 2016 | CPUEmotion Recognition in Conversation | CodeCode Available | 1 |
| Explaining Predictions of Non-Linear Classifiers in NLP | Jun 23, 2016 | General Classificationimage-classification | CodeCode Available | 1 |
| Online SSVEP-based BCI using Riemannian geometry | May 26, 2016 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Adversarial Training Methods for Semi-Supervised Text Classification | May 25, 2016 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Revisiting Semi-Supervised Learning with Graph Embeddings | Mar 29, 2016 | Document ClassificationEntity Extraction using GAN | CodeCode Available | 1 |
| XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks | Mar 16, 2016 | BinarizationClassification with Binary Neural Network | CodeCode Available | 1 |
| First Steps Toward Camera Model Identification with Convolutional Neural Networks | Mar 3, 2016 | General ClassificationImage Forensics | CodeCode Available | 1 |
| Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning | Feb 23, 2016 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Convolutional Radio Modulation Recognition Networks | Feb 12, 2016 | General ClassificationTime Series | CodeCode Available | 1 |
| Video captioning with recurrent networks based on frame- and video-level features and visual content classification | Dec 9, 2015 | Caption GenerationGeneral Classification | CodeCode Available | 1 |
| Metric Learning with Adaptive Density Discrimination | Nov 18, 2015 | AttributeClassification | CodeCode Available | 1 |
| Adversarial Autoencoders | Nov 18, 2015 | ClusteringData Visualization | CodeCode Available | 1 |
| SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation | Nov 2, 2015 | Crowd CountingDecoder | CodeCode Available | 1 |
| Evaluating the visualization of what a Deep Neural Network has learned | Sep 21, 2015 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Practioner's Guide to Evaluating Entity Resolution Results | Sep 14, 2015 | ClusteringEntity Resolution | CodeCode Available | 1 |
| Character-level Convolutional Networks for Text Classification | Sep 4, 2015 | General ClassificationSentiment Analysis | CodeCode Available | 1 |
| ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R | Aug 18, 2015 | General Classificationregression | CodeCode Available | 1 |
| End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture | Aug 14, 2015 | General Classificationparameter estimation | CodeCode Available | 1 |
| Fairness Constraints: Mechanisms for Fair Classification | Jul 19, 2015 | ClassificationDecision Making | CodeCode Available | 1 |
| Semi-Supervised Learning with Ladder Networks | Jul 9, 2015 | General ClassificationSemi-Supervised Image Classification | CodeCode Available | 1 |
| Strategic Classification | Jun 23, 2015 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis | Jun 10, 2015 | Decision MakingFire Detection | CodeCode Available | 1 |
| Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning | Jun 6, 2015 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Imaging Time-Series to Improve Classification and Imputation | Jun 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Domain-Adversarial Training of Neural Networks | May 28, 2015 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Weight Uncertainty in Neural Networks | May 20, 2015 | Bayesian InferenceGeneral Classification | CodeCode Available | 1 |
| Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift | Feb 11, 2015 | General Classificationimage-classification | CodeCode Available | 1 |
| Constrained Extreme Learning Machines: A Study on Classification Cases | Jan 25, 2015 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Deep Roto-Translation Scattering for Object Classification | Dec 30, 2014 | ClassificationDictionary Learning | CodeCode Available | 1 |
| Deep metric learning using Triplet network | Dec 20, 2014 | General ClassificationInformation Retrieval | CodeCode Available | 1 |
| Real-Time Grasp Detection Using Convolutional Neural Networks | Dec 9, 2014 | General ClassificationGPU | CodeCode Available | 1 |
| Going Deeper with Convolutions | Sep 17, 2014 | General ClassificationImage Classification | CodeCode Available | 1 |
| Very Deep Convolutional Networks for Large-Scale Image Recognition | Sep 4, 2014 | Activity Recognition In VideosClassification | CodeCode Available | 1 |
| ImageNet Large Scale Visual Recognition Challenge | Sep 1, 2014 | General Classificationimage-classification | CodeCode Available | 1 |
| Convolutional Neural Networks for Sentence Classification | Aug 25, 2014 | Emotion Recognition in ConversationGeneral Classification | CodeCode Available | 1 |
| Large-Scale Video Classification with Convolutional Neural Networks | Jun 23, 2014 | Action RecognitionClassification | CodeCode Available | 1 |
| OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks | Dec 21, 2013 | General ClassificationImage Classification | CodeCode Available | 1 |
| ADADELTA: An Adaptive Learning Rate Method | Dec 22, 2012 | General Classification | CodeCode Available | 1 |
| Specialized text classification: an approach to classifying Open Banking transactions | Apr 10, 2025 | General Classificationtext-classification | —Unverified | 0 |
| Universal Training of Neural Networks to Achieve Bayes Optimal Classification Accuracy | Jan 13, 2025 | ClassificationGeneral Classification | —Unverified | 0 |
| Revisiting MLLMs: An In-Depth Analysis of Image Classification Abilities | Dec 21, 2024 | AttributeClassification | —Unverified | 0 |
| Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident Narratives | Dec 16, 2024 | counterfactualGeneral Classification | CodeCode Available | 0 |
| Ramsey Theorems for Trees and a General 'Private Learning Implies Online Learning' Theorem | Jul 10, 2024 | General ClassificationPAC learning | —Unverified | 0 |
| Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition | Apr 30, 2024 | Action ClassificationAction Recognition | —Unverified | 0 |
| DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models | Apr 5, 2024 | Adversarial RobustnessData Augmentation | —Unverified | 0 |
| Large Stepsize Gradient Descent for Logistic Loss: Non-Monotonicity of the Loss Improves Optimization Efficiency | Feb 24, 2024 | General Classification | —Unverified | 0 |
| Facial Beauty Analysis Using Distribution Prediction and CNN Ensembles | Dec 10, 2023 | Face VerificationFacial Beauty Prediction | CodeCode Available | 0 |
| Improving performance of heart rate time series classification by grouping subjects | Nov 22, 2023 | ClassificationGeneral Classification | —Unverified | 0 |
| Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond | Sep 25, 2023 | General ClassificationIntent Detection | —Unverified | 0 |
