| Masked Discrimination for Self-Supervised Learning on Point Clouds | Mar 21, 2022 | 3D Shape ClassificationBinary Classification | CodeCode Available | 1 |
| Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification | Feb 1, 2022 | ArticlesBinary Classification | CodeCode Available | 1 |
| Describing Differences between Text Distributions with Natural Language | Jan 28, 2022 | Binary ClassificationRe-Ranking | CodeCode Available | 1 |
| Explanatory Learning: Beyond Empiricism in Neural Networks | Jan 25, 2022 | Binary ClassificationProgram Synthesis | CodeCode Available | 1 |
| To SMOTE, or not to SMOTE? | Jan 21, 2022 | Binary Classification | CodeCode Available | 1 |
| Robust Contrastive Learning against Noisy Views | Jan 12, 2022 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Learning from Synthetic InSAR with Vision Transformers: The case of volcanic unrest detection | Jan 9, 2022 | Binary ClassificationDomain Adaptation | CodeCode Available | 1 |
| The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling | Jan 1, 2022 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Personalized Federated Learning through Local Memorization | Nov 17, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction | Oct 15, 2021 | Binary Classification | CodeCode Available | 1 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 |
| Fast Newton method solving KLR based on Multilevel Circulant Matrix with log-linear complexity | Aug 19, 2021 | Binary Classification | CodeCode Available | 1 |
| Vis2Mesh: Efficient Mesh Reconstruction from Unstructured Point Clouds of Large Scenes with Learned Virtual View Visibility | Aug 18, 2021 | 3D Surface GenerationBinary Classification | CodeCode Available | 1 |
| Graph Contrastive Learning for Anomaly Detection | Aug 17, 2021 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition | Aug 3, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 |
| SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) | Aug 1, 2021 | Binary ClassificationTask 2 | CodeCode Available | 1 |
| DALC: the Dutch Abusive Language Corpus | Aug 1, 2021 | Abusive LanguageBinary Classification | CodeCode Available | 1 |
| Clinical Relation Extraction Using Transformer-based Models | Jul 19, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform | Jul 8, 2021 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| SplitAVG: A heterogeneity-aware federated deep learning method for medical imaging | Jul 6, 2021 | Binary ClassificationFederated Learning | CodeCode Available | 1 |
| Localization of Facial Images Manipulation in Digital Forensics via Convolutional Neural Networks | May 28, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 |
| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Self-supervised Spatial Reasoning on Multi-View Line Drawings | Apr 27, 2021 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Constructing long-short stock portfolio with a new listwise learn-to-rank algorithm | Apr 26, 2021 | Binary Classification | CodeCode Available | 1 |
| Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation | Apr 20, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
