| Utilizing Domain Knowledge in End-to-End Audio Processing | Dec 1, 2017 | Environmental Sound ClassificationGeneral Classification | CodeCode Available | 0 |
| Unsupervised Classification of PolSAR Data Using a Scattering Similarity Measure Derived from a Geodesic Distance | Dec 1, 2017 | General Classification | —Unverified | 0 |
| PRUNE: Preserving Proximity and Global Ranking for Network Embedding | Dec 1, 2017 | Community DetectionGeneral Classification | CodeCode Available | 0 |
| A Modified Cosine-Similarity based Log Kernel for Support Vector Machines in the Domain of Text Classification | Dec 1, 2017 | General Classificationtext-classification | —Unverified | 0 |
| Adversarial Surrogate Losses for Ordinal Regression | Dec 1, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| 3D Facial Action Units Recognition for Emotional Expression | Dec 1, 2017 | General Classification | —Unverified | 0 |
| Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification | Dec 1, 2017 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Leveraging Linguistic Resources for Improving Neural Text Classification | Dec 1, 2017 | ClassificationDocument Classification | —Unverified | 0 |
| Efficient Approximation Algorithms for Strings Kernel Based Sequence Classification | Dec 1, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples | Dec 1, 2017 | General ClassificationPose Estimation | —Unverified | 0 |
| A Deep Learning based Feature Selection Method with Multi Level Feature Identification and Extraction using Convolutional Neural Network | Dec 1, 2017 | Diagnosticfeature selection | —Unverified | 0 |
| Experiments with Domain Dependent Dialogue Act Classification using Open-Domain Dialogue Corpora | Dec 1, 2017 | Dialogue Act ClassificationGeneral Classification | —Unverified | 0 |
| Gated Recurrent Convolution Neural Network for OCR | Dec 1, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| ADAPT at IJCNLP-2017 Task 4: A Multinomial Naive Bayes Classification Approach for Customer Feedback Analysis task | Dec 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Joint Sentence-Document Model for Manifesto Text Analysis | Dec 1, 2017 | General Classificationmodel | —Unverified | 0 |
| JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System | Dec 1, 2017 | Answer SelectionClassification | —Unverified | 0 |
| Delineation of Skin Strata in Reflectance Confocal Microscopy Images using Recurrent Convolutional Networks with Toeplitz Attention | Dec 1, 2017 | General Classification | —Unverified | 0 |
| Hierarchical Bayesian image analysis: from low-level modeling to robust supervised learning | Dec 1, 2017 | ClassificationClustering | —Unverified | 0 |
| Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs | Dec 1, 2017 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Deep Neural Network Architectures for Modulation Classification | Dec 1, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Learning Error Analysis for Structured Prediction with Approximate Inference | Dec 1, 2017 | Dependency ParsingGeneral Classification | —Unverified | 0 |
| All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages | Dec 1, 2017 | AllGeneral Classification | —Unverified | 0 |
| Deep Learning with Permutation-invariant Operator for Multi-instance Histopathology Classification | Dec 1, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Hierarchical Clustering Beyond the Worst-Case | Dec 1, 2017 | ClusteringGeneral Classification | —Unverified | 0 |
| Group Sparse Additive Machine | Dec 1, 2017 | Additive modelsClassification | —Unverified | 0 |
| Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) | Nov 30, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks | Nov 30, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multivariate Time Series Classification with WEASEL+MUSE | Nov 30, 2017 | Classificationfeature selection | CodeCode Available | 0 |
| Paris-Lille-3D: a large and high-quality ground truth urban point cloud dataset for automatic segmentation and classification | Nov 30, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| On the importance of normative data in speech-based assessment | Nov 30, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Single-epoch supernova classification with deep convolutional neural networks | Nov 30, 2017 | AstronomyClassification | —Unverified | 0 |
| Semi-Supervised and Active Few-Shot Learning with Prototypical Networks | Nov 29, 2017 | ClusteringFew-Shot Learning | —Unverified | 0 |
| Modeling Information Flow Through Deep Neural Networks | Nov 29, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| NPC: Neighbors Progressive Competition Algorithm for Classification of Imbalanced Data Sets | Nov 29, 2017 | Decision MakingGeneral Classification | —Unverified | 0 |
| Towards Alzheimer's Disease Classification through Transfer Learning | Nov 29, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Facial Dynamics Interpreter Network: What are the Important Relations between Local Dynamics for Facial Trait Estimation? | Nov 29, 2017 | Age EstimationGender Classification | —Unverified | 0 |
| A Semantic Loss Function for Deep Learning with Symbolic Knowledge | Nov 29, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Between-class Learning for Image Classification | Nov 28, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Classification of entities via their descriptive sentences | Nov 28, 2017 | ClassificationClustering | —Unverified | 0 |
| DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification | Nov 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Exploiting Nontrivial Connectivity for Automatic Speech Recognition | Nov 28, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| QCBA: Improving Rule Classifiers Learned from Quantitative Data by Recovering Information Lost by Discretisation | Nov 28, 2017 | Anomaly DetectionClassification | CodeCode Available | 0 |
| Surfacing contextual hate speech words within social media | Nov 28, 2017 | Community DetectionGeneral Classification | CodeCode Available | 0 |
| WSNet: Compact and Efficient Networks Through Weight Sampling | Nov 28, 2017 | Audio ClassificationGeneral Classification | —Unverified | 0 |
| Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation | Nov 28, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| On the Robustness of Semantic Segmentation Models to Adversarial Attacks | Nov 27, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| OSTSC: Over Sampling for Time Series Classification in R | Nov 27, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Lexical-semantic resources: yet powerful resources for automatic personality classification | Nov 27, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Hierarchical Spatial-aware Siamese Network for Thermal Infrared Object Tracking | Nov 27, 2017 | General ClassificationObject Tracking | CodeCode Available | 0 |
| Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification | Nov 27, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |