| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| An Expert Annotated Dataset for the Detection of Online Misogyny | Apr 1, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Strong Optimal Classification Trees | Mar 29, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface | Mar 17, 2021 | Binary ClassificationBrain Computer Interface | CodeCode Available | 1 |
| Multi-attentional Deepfake Detection | Mar 3, 2021 | Binary ClassificationData Augmentation | CodeCode Available | 1 |
| Counterfactual Zero-Shot and Open-Set Visual Recognition | Mar 1, 2021 | AttributeBinary Classification | CodeCode Available | 1 |
| A Stochastic Optimization Framework for Fair Risk Minimization | Feb 24, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes | Feb 21, 2021 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models | Feb 17, 2021 | Binary ClassificationDiversity | CodeCode Available | 1 |
| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 |
| Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning | Jan 26, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Gigapixel Histopathological Image Analysis using Attention-based Neural Networks | Jan 25, 2021 | Binary Classification | CodeCode Available | 1 |
| Detecting Hate Speech in Multi-modal Memes | Dec 29, 2020 | Binary ClassificationHate Speech Detection | CodeCode Available | 1 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New Insights | Dec 23, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes | Dec 12, 2020 | Active LearningBinary Classification | CodeCode Available | 1 |
| Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples | Nov 5, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features | Oct 31, 2020 | 3D ClassificationBinary Classification | CodeCode Available | 1 |
| Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection | Oct 17, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 |
| Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) | Oct 11, 2020 | Binary ClassificationDiagnostic | CodeCode Available | 1 |
| Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection | Sep 10, 2020 | Binary ClassificationConversational Response Selection | CodeCode Available | 1 |
| A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias Assessments | Aug 28, 2020 | Binary Classificationfeature selection | CodeCode Available | 1 |
| Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space | Aug 19, 2020 | Binary ClassificationDecision Making | CodeCode Available | 1 |
| Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations | Aug 5, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction | Jul 26, 2020 | Binary ClassificationGPU | CodeCode Available | 1 |
| Gesture Recognition for Initiating Human-to-Robot Handovers | Jul 20, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets | Jul 19, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| ACFD: Asymmetric Cartoon Face Detector | Jul 2, 2020 | Binary ClassificationFace Detection | CodeCode Available | 1 |
| Second Order PAC-Bayesian Bounds for the Weighted Majority Vote | Jul 1, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection | Jun 25, 2020 | Binary ClassificationSpeaker Verification | CodeCode Available | 1 |
| Distribution-free binary classification: prediction sets, confidence intervals and calibration | Jun 18, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| The MCC-F1 curve: a performance evaluation technique for binary classification | Jun 17, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | CodeCode Available | 1 |
| MC-BERT: Efficient Language Pre-Training via a Meta Controller | Jun 10, 2020 | Binary ClassificationCloze Test | CodeCode Available | 1 |
| Modularizing Deep Learning via Pairwise Learning With Kernels | May 12, 2020 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| Learning from Aggregate Observations | Apr 14, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| SpeedNet: Learning the Speediness in Videos | Apr 13, 2020 | Action RecognitionBinary Classification | CodeCode Available | 1 |
| DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus | Apr 11, 2020 | Binary ClassificationData Augmentation | CodeCode Available | 1 |
| A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set | Mar 31, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection | Mar 27, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| Towards a predictive spatio-temporal representation of brain data | Feb 29, 2020 | Binary Classification | CodeCode Available | 1 |
| Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball Crowds | Feb 19, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| stream-learn -- open-source Python library for difficult data stream batch analysis | Jan 29, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation | Jan 17, 2020 | Binary ClassificationChange Point Detection | CodeCode Available | 1 |
| Split Learning for collaborative deep learning in healthcare | Dec 27, 2019 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| On the Detection of Digital Face Manipulation | Oct 3, 2019 | Binary ClassificationFace Detection | CodeCode Available | 1 |
| wav2vec: Unsupervised Pre-training for Speech Recognition | Apr 11, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 |
