| Non-Contrastive Learning Meets Language-Image Pre-Training | Oct 17, 2022 | Contrastive Learningdomain classification | CodeCode Available | 0 |
| Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks | Oct 10, 2022 | domain classificationintent-classification | —Unverified | 0 |
| Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator | Sep 30, 2022 | 3D-Aware Image Synthesisdomain classification | —Unverified | 0 |
| Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection | Sep 18, 2022 | Domain Adaptationdomain classification | —Unverified | 0 |
| Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization | Sep 2, 2022 | Data Augmentationdomain classification | CodeCode Available | 0 |
| IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification | Aug 23, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 |
| The Moral Foundations Reddit Corpus | Aug 10, 2022 | domain classificationSentiment Analysis | CodeCode Available | 0 |
| Coupling Adversarial Learning with Selective Voting Strategy for Distribution Alignment in Partial Domain Adaptation | Jul 17, 2022 | Domain Adaptationdomain classification | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Invariance-Guided Feature Evolution for Few-Shot Learning | Sep 29, 2021 | domain classificationFew-Shot Learning | —Unverified | 0 |