| Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary | Jun 29, 2022 | Domain GeneralizationImage Segmentation | —Unverified | 0 |
| Test-Time Adaptation for Visual Document Understanding | Jun 15, 2022 | document understandingDomain Adaptation | —Unverified | 0 |
| On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning | Jun 7, 2022 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| CAFA: Class-Aware Feature Alignment for Test-Time Adaptation | Jun 1, 2022 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| Few-Shot Adaptation of Pre-Trained Networks for Domain Shift | May 30, 2022 | Domain Adaptationdomain classification | CodeCode Available | 0 |
| Exemplar Free Class Agnostic Counting | May 27, 2022 | Density EstimationExemplar-Free | —Unverified | 0 |
| Covariance-aware Feature Alignment with Pre-computed Source Statistics for Test-time Adaptation to Multiple Image Corruptions | Apr 28, 2022 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation | Apr 27, 2022 | 3D Semantic SegmentationPseudo Label | —Unverified | 0 |
| Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation | Apr 21, 2022 | Instance SegmentationKnowledge Distillation | —Unverified | 0 |
| Learning Instance-Specific Adaptation for Cross-Domain Segmentation | Mar 30, 2022 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| A Field of Experts Prior for Adapting Neural Networks at Test Time | Feb 10, 2022 | AnatomyLesion Segmentation | CodeCode Available | 0 |
| Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey | Dec 6, 2021 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Unsupervised Adaptation of Semantic Segmentation Models without Source Data | Dec 4, 2021 | Domain AdaptationSemantic Segmentation | —Unverified | 0 |
| SITA: Single Image Test-time Adaptation | Dec 4, 2021 | Test-time Adaptation | —Unverified | 0 |
| Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation | Oct 25, 2021 | Face Presentation Attack DetectionFace Recognition | —Unverified | 0 |
| MixNorm: Test-Time Adaptation Through Online Normalization Estimation | Oct 21, 2021 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| Test time Adaptation through Perturbation Robustness | Oct 19, 2021 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 |
| Self-Supervised Domain Adaptation for Visual Navigation with Global Map Consistency | Oct 14, 2021 | Domain AdaptationGPU | —Unverified | 0 |
| Test-time Batch Statistics Calibration for Covariate Shift | Oct 6, 2021 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Testing-Time Adaptation through Online Normalization Estimation | Sep 29, 2021 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| Source-Free Few-Shot Domain Adaptation | Sep 29, 2021 | Domain Adaptationdomain classification | —Unverified | 0 |
| Test Time Robustification of Deep Models via Adaptation and Augmentation | Sep 29, 2021 | Test-time Adaptation | —Unverified | 0 |
| Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation | Jun 28, 2021 | Test-time Adaptation | —Unverified | 0 |
| Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis | Jun 23, 2021 | Domain AdaptationImage Generation | —Unverified | 0 |
| Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning | Jun 19, 2021 | Auxiliary LearningDeblurring | —Unverified | 0 |
| Test-Time Adaptation to Distribution Shifts by Confidence Maximization and Input Transformation | May 21, 2021 | Test-time Adaptation | —Unverified | 0 |
| Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation | May 8, 2021 | DenoisingKnowledge Distillation | —Unverified | 0 |
| Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images | Apr 6, 2021 | PredictionSSIM | —Unverified | 0 |
| Test-Time Adaptation for Out-of-distributed Image Inpainting | Feb 2, 2021 | Image InpaintingTest-time Adaptation | —Unverified | 0 |
| Test-Time Adaptation and Adversarial Robustness | Jan 1, 2021 | Adversarial RobustnessDomain Adaptation | —Unverified | 0 |
| Self-Adaptively Learning to Demoiré from Focused and Defocused Image Pairs | Dec 1, 2020 | Test-time Adaptation | —Unverified | 0 |
| Style-invariant Cardiac Image Segmentation with Test-time Augmentation | Sep 24, 2020 | AnatomyCardiac Segmentation | —Unverified | 0 |
| Meta-Learning Initializations for Image Segmentation | Dec 13, 2019 | Bayesian OptimizationFew-Shot Image Classification | CodeCode Available | 0 |
| Lattice-Based Unsupervised Test-Time Adaptation of Neural Network Acoustic Models | Jun 27, 2019 | Test-time Adaptation | —Unverified | 0 |