| 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 |
