| Advancing Test-Time Adaptation in Wild Acoustic Test Settings | Oct 14, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios | Oct 7, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| DARTH: Holistic Test-time Adaptation for Multiple Object Tracking | Oct 3, 2023 | Autonomous DrivingMultiple Object Tracking | CodeCode Available | 1 |
| Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization | Sep 26, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation | Sep 24, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability | Aug 31, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization | Aug 30, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| DomainAdaptor: A Novel Approach to Test-time Adaptation | Aug 20, 2023 | SpecificityTest-time Adaptation | CodeCode Available | 1 |
| Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning | Aug 18, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization | Aug 14, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction | Aug 12, 2023 | 3D Human Pose EstimationDenoising | CodeCode Available | 1 |
| Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification | Jul 6, 2023 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| RDumb: A simple approach that questions our progress in continual test-time adaptation | Jun 8, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation | Jun 7, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| On Pitfalls of Test-Time Adaptation | Jun 6, 2023 | Model SelectionTest-time Adaptation | CodeCode Available | 1 |
| SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization | Jun 3, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models | May 29, 2023 | Image CaptioningImage Classification | CodeCode Available | 1 |
| AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation | Apr 25, 2023 | Domain GeneralizationTest-time Adaptation | CodeCode Available | 1 |
| Evaluation of Test-Time Adaptation Under Computational Time Constraints | Apr 10, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| Improved Test-Time Adaptation for Domain Generalization | Apr 10, 2023 | Domain GeneralizationImage to sketch recognition | CodeCode Available | 1 |
| Robust Test-Time Adaptation in Dynamic Scenarios | Mar 24, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 |
| Feature Alignment and Uniformity for Test Time Adaptation | Mar 20, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation | Mar 17, 2023 | Knowledge DistillationSelf-Learning | CodeCode Available | 1 |
| Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction | Mar 17, 2023 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization | Mar 3, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| MECTA: Memory-Economic Continual Test-Time Model Adaptation | Feb 1, 2023 | modelTest-time Adaptation | CodeCode Available | 1 |
| TIPI: Test Time Adaptation With Transformation Invariance | Jan 1, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 |
| A Probabilistic Framework for Lifelong Test-Time Adaptation | Dec 19, 2022 | Test-time Adaptation | CodeCode Available | 1 |
| Video Test-Time Adaptation for Action Recognition | Nov 24, 2022 | Action RecognitionTemporal Action Localization | CodeCode Available | 1 |
| SC-wLS: Towards Interpretable Feed-forward Camera Re-localization | Oct 23, 2022 | regressionTest-time Adaptation | CodeCode Available | 1 |
| TTTFlow: Unsupervised Test-Time Training with Normalizing Flow | Oct 20, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Skeleton2Humanoid: Animating Simulated Characters for Physically-plausible Motion In-betweening | Oct 9, 2022 | motion in-betweeningMotion Synthesis | CodeCode Available | 1 |
| Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts | Oct 8, 2022 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 |
| NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation | Aug 10, 2022 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 |
| Test-Time Adaptation via Conjugate Pseudo-labels | Jul 20, 2022 | Meta-LearningTest-time Adaptation | CodeCode Available | 1 |
| Test-Time Adaptation via Self-Training with Nearest Neighbor Information | Jul 8, 2022 | Domain GeneralizationPseudo Label | CodeCode Available | 1 |
| Back to the Source: Diffusion-Driven Test-Time Adaptation | Jul 7, 2022 | Test-time Adaptation | CodeCode Available | 1 |
| Segmenting Moving Objects via an Object-Centric Layered Representation | Jul 5, 2022 | Instance SegmentationMotion Segmentation | CodeCode Available | 1 |
| Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift | Jul 2, 2022 | Classificationimage-classification | CodeCode Available | 1 |
| Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment | Jun 28, 2022 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images | May 27, 2022 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 |
| Test-Time Adaptation with Shape Moments for Image Segmentation | May 16, 2022 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Contrastive Test-Time Adaptation | Apr 21, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Continual Predictive Learning from Videos | Apr 12, 2022 | Continual LearningPrediction | CodeCode Available | 1 |
| Efficient Test-Time Model Adaptation without Forgetting | Apr 6, 2022 | modelTest-time Adaptation | CodeCode Available | 1 |
| Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition | Mar 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition | Mar 23, 2022 | Event-based visionObject Recognition | CodeCode Available | 1 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| On-the-Fly Test-time Adaptation for Medical Image Segmentation | Mar 10, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Parameter-free Online Test-time Adaptation | Jan 15, 2022 | Test-time Adaptation | CodeCode Available | 1 |
