| Discourse Sense Classification from Scratch using Focused RNNs | Aug 1, 2016 | ChunkingClassification | CodeCode Available | 0 |
| Extremely Randomized CNets for Multi-label Classification | Oct 1, 2018 | ClassificationDensity Estimation | CodeCode Available | 0 |
| IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis | Oct 1, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| A Robust Experimental Evaluation of Automated Multi-Label Classification Methods | May 16, 2020 | AutoMLBayesian Optimization | CodeCode Available | 0 |
| Adaptive Cross-Modal Few-Shot Learning | Feb 19, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information | Oct 1, 2018 | AttributeClassification | CodeCode Available | 0 |
| Discovering Hidden Factors of Variation in Deep Networks | Dec 20, 2014 | General Classification | CodeCode Available | 0 |
| Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks | May 19, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 |
| Discovering Influential Factors in Variational Autoencoder | Sep 6, 2018 | General Classification | CodeCode Available | 0 |
| Cartoon Face Recognition: A Benchmark Dataset | Jul 31, 2019 | Domain AdaptationFace Detection | CodeCode Available | 0 |
| k-Sparse Autoencoders | Dec 19, 2013 | ClassificationDenoising | CodeCode Available | 0 |
| Extrinsic Kernel Ridge Regression Classifier for Planar Kendall Shape Space | Dec 17, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Discovery of Natural Language Concepts in Individual Units of CNNs | Feb 18, 2019 | Concept AlignmentGeneral Classification | CodeCode Available | 0 |
| Adversarial Reprogramming of Neural Networks | Jun 28, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification | Dec 1, 2018 | Adversarial TextGeneral Classification | CodeCode Available | 0 |
| Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine | Jul 22, 2019 | General ClassificationRobust classification | CodeCode Available | 0 |
| Arithmetic addition of two integers by deep image classification networks: experiments to quantify their autonomous reasoning ability | Dec 10, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| Compact Bilinear Pooling | Nov 19, 2015 | Face RecognitionFew-Shot Learning | CodeCode Available | 0 |
| Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials | Mar 12, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| A Bayesian Data Augmentation Approach for Learning Deep Models | Oct 29, 2017 | Data AugmentationGeneral Classification | CodeCode Available | 0 |
| Incremental Few-Shot Learning with Attention Attractor Networks | Oct 16, 2018 | Few-Shot LearningGeneral Classification | CodeCode Available | 0 |
| Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events | Apr 10, 2019 | Acoustic Scene ClassificationClassification | CodeCode Available | 0 |
| Local Relation Networks for Image Recognition | Apr 25, 2019 | General ClassificationImage Classification | CodeCode Available | 0 |
| Discriminating sample groups with multi-way data | Jun 26, 2016 | General Classification | CodeCode Available | 0 |
| Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization | May 28, 2019 | General ClassificationMachine Translation | CodeCode Available | 0 |
| Global versus Localized Generative Adversarial Nets | Nov 16, 2017 | General Classification | CodeCode Available | 0 |
| Discriminative Active Learning | Jul 15, 2019 | Active LearningBinary Classification | CodeCode Available | 0 |
| Acoustic scene analysis with multi-head attention networks | Sep 16, 2019 | Acoustic Scene ClassificationGeneral Classification | CodeCode Available | 0 |
| Comparative Document Summarisation via Classification | Dec 6, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| Global Weisfeiler-Lehman Graph Kernels | Mar 7, 2017 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Learnable Dynamic Temporal Pooling for Time Series Classification | Apr 2, 2021 | ClassificationDynamic Time Warping | CodeCode Available | 0 |
| Glyce: Glyph-vectors for Chinese Character Representations | Jan 29, 2019 | Chinese Dependency ParsingChinese Named Entity Recognition | CodeCode Available | 0 |
| Learning to Weight for Text Classification | Mar 28, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep Learning | May 26, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Face shape classification using Inception v3 | Nov 15, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Compare More Nuanced:Pairwise Alignment Bilinear Network For Few-shot Fine-grained Learning | Apr 7, 2019 | General ClassificationMeta-Learning | CodeCode Available | 0 |
| Learning Fair Representations via an Adversarial Framework | Apr 30, 2019 | ClassificationFairness | CodeCode Available | 0 |
| Discriminative feature generation for classification of imbalanced data | Oct 24, 2020 | ClassificationData Augmentation | CodeCode Available | 0 |
| GMNN: Graph Markov Neural Networks | May 15, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Facial Beauty Analysis Using Distribution Prediction and CNN Ensembles | Dec 10, 2023 | Face VerificationFacial Beauty Prediction | CodeCode Available | 0 |
| Learning Fair Rule Lists | Sep 9, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding | May 25, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| Going beyond accuracy: estimating homophily in social networks using predictions | Jan 30, 2020 | General Classification | CodeCode Available | 0 |
| Comparing deep neural networks against humans: object recognition when the signal gets weaker | Jun 21, 2017 | General ClassificationObject | CodeCode Available | 0 |
| Going Deeper with Contextual CNN for Hyperspectral Image Classification | Apr 12, 2016 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Adversarial Perturbations Against Real-Time Video Classification Systems | Jul 2, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Discriminatively Learned Hierarchical Rank Pooling Networks | May 30, 2017 | Activity RecognitionBilevel Optimization | CodeCode Available | 0 |
| Facial Expression Recognition Research Based on Deep Learning | Apr 22, 2019 | Deep LearningFacial Expression Recognition | CodeCode Available | 0 |
| Learnable Pooling Methods for Video Classification | Oct 1, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Good Features to Correlate for Visual Tracking | Apr 20, 2017 | General ClassificationObject | CodeCode Available | 0 |
