| Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering | Jun 11, 2023 | Decision MakingExtractive Question-Answering | CodeCode Available | 0 |
| Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification | Jun 5, 2023 | Robust classificationTest-time Adaptation | —Unverified | 0 |
| Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction | Jun 1, 2023 | DiversityTest-time Adaptation | —Unverified | 0 |
| Convolutional Monge Mapping Normalization for learning on sleep data | May 30, 2023 | Domain AdaptationEEG | CodeCode Available | 0 |
| Target-Aware Generative Augmentations for Single-Shot Adaptation | May 22, 2023 | AttributeObject Recognition | CodeCode Available | 0 |
| Test-Time Adaptation with Perturbation Consistency Learning | Apr 25, 2023 | Adversarial RobustnessPseudo Label | —Unverified | 0 |
| SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation | Apr 20, 2023 | Test-time Adaptation | —Unverified | 0 |
| Meta-Auxiliary Learning for Adaptive Human Pose Prediction | Apr 13, 2023 | Auxiliary LearningPose Prediction | —Unverified | 0 |
| STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization | Mar 31, 2023 | Domain AdaptationObject | —Unverified | 0 |
| TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation | Mar 29, 2023 | Domain AdaptationObject | —Unverified | 0 |
| Train/Test-Time Adaptation with Retrieval | Mar 25, 2023 | RetrievalTest-time Adaptation | —Unverified | 0 |
| TempT: Temporal consistency for Test-time adaptation | Mar 19, 2023 | Domain AdaptationFacial Expression Recognition | —Unverified | 0 |
| Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation | Mar 18, 2023 | 3D Semantic SegmentationSemantic Segmentation | —Unverified | 0 |
| Learning to Adapt to Online Streams with Distribution Shifts | Mar 2, 2023 | BenchmarkingMeta-Learning | —Unverified | 0 |
| Do Machine Learning Models Learn Statistical Rules Inferred from Data? | Mar 2, 2023 | Common Sense ReasoningImputation | CodeCode Available | 0 |
| Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation | Mar 2, 2023 | Test-time Adaptation | —Unverified | 0 |
| Convolutional Visual Prompt for Robust Visual Perception | Mar 1, 2023 | Test-time Adaptation | —Unverified | 0 |
| TransAdapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation | Feb 24, 2023 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Semantic Image Segmentation: Two Decades of Research | Feb 13, 2023 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation | Feb 10, 2023 | Test-time Adaptation | —Unverified | 0 |
| Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study | Feb 9, 2023 | Imitation LearningQuestion Answering | CodeCode Available | 0 |
| DELTA: degradation-free fully test-time adaptation | Jan 30, 2023 | Self-LearningTest-time Adaptation | —Unverified | 0 |
| Uncovering Adversarial Risks of Test-Time Adaptation | Jan 29, 2023 | Test-time Adaptation | —Unverified | 0 |
| Rethinking Precision of Pseudo Label: Test-Time Adaptation via Complementary Learning | Jan 15, 2023 | Pseudo LabelTest-time Adaptation | —Unverified | 0 |
| Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection | Jan 1, 2023 | object-detectionObject Detection | —Unverified | 0 |
| Command-Driven Articulated Object Understanding and Manipulation | Jan 1, 2023 | motion predictionObject | —Unverified | 0 |
| Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption | Jan 1, 2023 | Test-time Adaptation | —Unverified | 0 |
| Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management | Dec 16, 2022 | Denoisingimage-classification | —Unverified | 0 |
| Test-time Adaptation vs. Training-time Generalization: A Case Study in Human Instance Segmentation using Keypoints Estimation | Dec 12, 2022 | Human Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation | Dec 8, 2022 | Prompt LearningTest-time Adaptation | —Unverified | 0 |
| Addressing Distribution Shift at Test Time in Pre-trained Language Models | Dec 5, 2022 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-world | Dec 2, 2022 | Device-Cloud Collaborationobject-detection | —Unverified | 0 |
| Robust Mean Teacher for Continual and Gradual Test-Time Adaptation | Nov 23, 2022 | Contrastive LearningTest-time Adaptation | —Unverified | 0 |
| Addressing Data Distribution Shifts in Online Machine Learning Powered Smart City Applications Using Augmented Test-Time Adaptation | Nov 2, 2022 | Test-time Adaptation | —Unverified | 0 |
| Single-Shot Domain Adaptation via Target-Aware Generative Augmentation | Oct 29, 2022 | AttributeDomain Adaptation | CodeCode Available | 0 |
| Self-supervised Amodal Video Object Segmentation | Oct 23, 2022 | ObjectSegmentation | CodeCode Available | 0 |
| Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation | Oct 18, 2022 | Binary ClassificationDomain Adaptation | —Unverified | 0 |
| Learning Less Generalizable Patterns with an Asymmetrically Trained Double Classifier for Better Test-Time Adaptation | Oct 17, 2022 | Test-time Adaptation | —Unverified | 0 |
| Meta Transferring for Deblurring | Oct 14, 2022 | DeblurringMeta-Learning | CodeCode Available | 0 |
| Visual Prompt Tuning for Test-time Domain Adaptation | Oct 10, 2022 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| TeST: Test-time Self-Training under Distribution Shift | Sep 23, 2022 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Test-Time Adaptation with Principal Component Analysis | Sep 13, 2022 | Test-time Adaptationvalid | —Unverified | 0 |
| Anticipating the Unseen Discrepancy for Vision and Language Navigation | Sep 10, 2022 | Data AugmentationDecision Making | —Unverified | 0 |
| GraphTTA: Test Time Adaptation on Graph Neural Networks | Aug 19, 2022 | Contrastive LearningTest-time Adaptation | —Unverified | 0 |
| Evaluating Continual Test-Time Adaptation for Contextual and Semantic Domain Shifts | Aug 18, 2022 | Test-time Adaptation | CodeCode Available | 0 |
| Introducing Intermediate Domains for Effective Self-Training during Test-Time | Aug 16, 2022 | Domain AdaptationScene Segmentation | —Unverified | 0 |
| Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes | Jul 24, 2022 | Test-time Adaptation | —Unverified | 0 |
| Generalizing to Unseen Domains with Wasserstein Distributional Robustness under Limited Source Knowledge | Jul 11, 2022 | Domain GeneralizationRotated MNIST | —Unverified | 0 |
| Domain Alignment Meets Fully Test-Time Adaptation | Jul 9, 2022 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 |
| Test-time Adaptation for Real Image Denoising via Meta-transfer Learning | Jul 5, 2022 | Auxiliary LearningDenoising | —Unverified | 0 |