| TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation | Mar 17, 2023 | Knowledge DistillationSelf-Learning | CodeCode Available | 1 |
| EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization | Mar 3, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Learning to Adapt to Online Streams with Distribution Shifts | Mar 2, 2023 | BenchmarkingMeta-Learning | —Unverified | 0 |
| Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation | Mar 2, 2023 | Test-time Adaptation | —Unverified | 0 |
| Do Machine Learning Models Learn Statistical Rules Inferred from Data? | Mar 2, 2023 | Common Sense ReasoningImputation | CodeCode Available | 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 |
| Towards Stable Test-Time Adaptation in Dynamic Wild World | Feb 24, 2023 | Test-time Adaptation | CodeCode Available | 2 |
| 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 |
| MECTA: Memory-Economic Continual Test-Time Model Adaptation | Feb 1, 2023 | modelTest-time Adaptation | CodeCode Available | 1 |
| 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 |
| Command-Driven Articulated Object Understanding and Manipulation | Jan 1, 2023 | motion predictionObject | —Unverified | 0 |
| Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection | Jan 1, 2023 | object-detectionObject Detection | —Unverified | 0 |
| TIPI: Test Time Adaptation With Transformation Invariance | Jan 1, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 |
| Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption | Jan 1, 2023 | Test-time Adaptation | —Unverified | 0 |
| A Probabilistic Framework for Lifelong Test-Time Adaptation | Dec 19, 2022 | Test-time Adaptation | CodeCode Available | 1 |
| 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 |
