| Efficient Semi-supervised Consistency Training for Natural Language Understanding | Jul 1, 2022 | Data Augmentationdomain classification | —Unverified | 0 |
| Cross-Domain Classification of Moral Values | Jul 1, 2022 | Classificationdomain classification | CodeCode Available | 0 |
| Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques | Jun 13, 2022 | domain classificationDomain Generalization | CodeCode Available | 1 |
| Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification | May 31, 2022 | ClassificationDomain Adaptation | —Unverified | 0 |
| Few-Shot Adaptation of Pre-Trained Networks for Domain Shift | May 30, 2022 | Domain Adaptationdomain classification | CodeCode Available | 0 |
| GitRanking: A Ranking of GitHub Topics for Software Classification using Active Sampling | May 19, 2022 | domain classificationSpecificity | CodeCode Available | 0 |
| Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification | May 5, 2022 | Classificationdomain classification | CodeCode Available | 1 |
| Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images | May 4, 2022 | domain classificationLinear evaluation | —Unverified | 0 |
| Reports of personal experiences and stories in argumentation: datasets and analysis | May 1, 2022 | Argument Miningdomain classification | CodeCode Available | 0 |
| Learning to Adapt Domain Shifts of Moral Values via Instance Weighting | Apr 15, 2022 | Classificationdomain classification | —Unverified | 0 |
| Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification | Apr 9, 2022 | Classificationdomain classification | CodeCode Available | 1 |
| PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning | Mar 15, 2022 | ClassificationDescriptive | CodeCode Available | 1 |
| Towards Generalized Models for Task-oriented Dialogue Modeling on Spoken Conversations | Mar 8, 2022 | Data Augmentationdomain classification | —Unverified | 0 |
| Domain-Invariant Proposals based on a Balanced Domain Classifier for Object Detection | Feb 12, 2022 | Domain Adaptationdomain classification | —Unverified | 0 |
| Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding | Jan 5, 2022 | Continual Learningdomain classification | —Unverified | 0 |
| Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources | Jan 4, 2022 | Domain Adaptationdomain classification | CodeCode Available | 2 |
| Revisiting the Transferability of Supervised Pretraining: an MLP Perspective | Dec 1, 2021 | domain classificationimage-classification | —Unverified | 0 |
| Cryo-shift: Reducing domain shift in cryo-electron subtomograms with unsupervised domain adaptation and randomization | Nov 17, 2021 | ClassificationDomain Adaptation | —Unverified | 0 |
| kFolden: k-Fold Ensemble for Out-Of-Distribution Detection | Nov 1, 2021 | AttributeClassification | —Unverified | 0 |
| Source-Free Few-Shot Domain Adaptation | Sep 29, 2021 | Domain Adaptationdomain classification | —Unverified | 0 |
| Invariance-Guided Feature Evolution for Few-Shot Learning | Sep 29, 2021 | domain classificationFew-Shot Learning | —Unverified | 0 |
| ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning | Sep 29, 2021 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| Improving the Transferability of Supervised Pretraining with an MLP Projector | Sep 29, 2021 | domain classification | —Unverified | 0 |
| Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus | Sep 24, 2021 | CoLAdomain classification | CodeCode Available | 0 |
| Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models | Sep 4, 2021 | domain classificationnamed-entity-recognition | —Unverified | 0 |
