| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Label Encoding for Regression Networks | Dec 4, 2022 | Binary Classificationregression | 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 |
| ACFD: Asymmetric Cartoon Face Detector | Jul 2, 2020 | Binary ClassificationFace Detection | CodeCode Available | 1 |
| Learning to Filter Outlier Edges in Global SfM | Jan 1, 2025 | Binary ClassificationCamera Pose Estimation | CodeCode Available | 1 |
| Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical | Nov 27, 2023 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| Lero: A Learning-to-Rank Query Optimizer | Feb 14, 2023 | Binary ClassificationLearning-To-Rank | CodeCode Available | 1 |
| Architecture for Trajectory-Based Fishing Ship Classification with AIS Data | Jan 3, 2025 | Binary ClassificationClassification | CodeCode Available | 1 |
| Long-tail Detection with Effective Class-Margins | Jan 23, 2023 | Binary ClassificationInstance Segmentation | CodeCode Available | 1 |
| Beyond AUROC & co. for evaluating out-of-distribution detection performance | Jun 26, 2023 | Binary ClassificationOut-of-Distribution Detection | CodeCode Available | 1 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 |
| Masked Discrimination for Self-Supervised Learning on Point Clouds | Mar 21, 2022 | 3D Shape ClassificationBinary Classification | CodeCode Available | 1 |
| Masked Relation Learning for DeepFake Detection | Feb 27, 2023 | Binary ClassificationDeepFake Detection | 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 |
| MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts | Nov 16, 2023 | Binary ClassificationDescriptive | CodeCode Available | 1 |
| Explanatory Learning: Beyond Empiricism in Neural Networks | Jan 25, 2022 | Binary ClassificationProgram Synthesis | CodeCode Available | 1 |
| MVMTnet: A Multi-variate Multi-modal Transformer for Multi-class Classification of Cardiac Irregularities Using ECG Waveforms and Clinical Notes | Feb 21, 2023 | Binary ClassificationClassification | CodeCode Available | 1 |
| Noisy Correspondence Learning with Meta Similarity Correction | Apr 13, 2023 | Binary ClassificationCross-Modal Retrieval | CodeCode Available | 1 |
| On distinguishability criteria for estimating generative models | Dec 19, 2014 | Binary Classification | CodeCode Available | 1 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary 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 |
| Pairwise Difference Learning for Classification | Jun 28, 2024 | Binary ClassificationClassification | CodeCode Available | 1 |
| Paraphrase Types for Generation and Detection | Oct 23, 2023 | Binary ClassificationParaphrase Generation | CodeCode Available | 1 |
| Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation | Jan 1, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Multi-Label Knowledge Distillation | Aug 12, 2023 | Binary ClassificationKnowledge Distillation | CodeCode Available | 1 |
