| Few-Shot Adaptation of Pre-Trained Networks for Domain Shift | May 30, 2022 | Domain Adaptationdomain classification | CodeCode Available | 0 |
| Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound | Feb 12, 2025 | AnatomyTest-time Adaptation | CodeCode Available | 0 |
| CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation | Jul 23, 2024 | Computational EfficiencyTest-time Adaptation | CodeCode Available | 0 |
| pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation | Sep 2, 2023 | ClusteringTest-time Adaptation | CodeCode Available | 0 |
| Test-Time Adaptation with Binary Feedback | May 24, 2025 | Test-time Adaptation | CodeCode Available | 0 |
| Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection | May 29, 2024 | Active LearningModel Selection | CodeCode Available | 0 |
| Single-Shot Domain Adaptation via Target-Aware Generative Augmentation | Oct 29, 2022 | AttributeDomain Adaptation | CodeCode Available | 0 |
| Exploring Audio Cues for Enhanced Test-Time Video Model Adaptation | Jun 14, 2025 | Test-time AdaptationVideo Classification | CodeCode Available | 0 |
| Bag of Tricks for Fully Test-Time Adaptation | Oct 3, 2023 | Test-time Adaptation | CodeCode Available | 0 |
| Parameter-Selective Continual Test-Time Adaptation | Jul 2, 2024 | Test-time Adaptation | CodeCode Available | 0 |
| Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises | Mar 4, 2025 | Test-time Adaptation | CodeCode Available | 0 |
| PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time Adaptation | Mar 15, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation | Jan 16, 2024 | Test-time Adaptation | CodeCode Available | 0 |
| TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation | Jan 1, 2024 | Test-time AdaptationVideo Frame Interpolation | CodeCode Available | 0 |
| Test-Time Degradation Adaptation for Open-Set Image Restoration | Dec 2, 2023 | Image RestorationTest-time Adaptation | CodeCode Available | 0 |
| Evaluating Continual Test-Time Adaptation for Contextual and Semantic Domain Shifts | Aug 18, 2022 | Test-time Adaptation | CodeCode Available | 0 |
| TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual Corruptions | Mar 4, 2024 | DecoderRobot Navigation | CodeCode Available | 0 |
| ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance | Sep 14, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 0 |
| Test-time Alignment-Enhanced Adapter for Vision-Language Models | Nov 24, 2024 | Test-time Adaptation | CodeCode Available | 0 |
| Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering | Jun 11, 2023 | Decision MakingExtractive Question-Answering | CodeCode Available | 0 |
| Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation | Jun 7, 2025 | Camouflaged Object SegmentationFeature Correlation | CodeCode Available | 0 |
| Unraveling Batch Normalization for Realistic Test-Time Adaptation | Dec 15, 2023 | DiversityTest-time Adaptation | CodeCode Available | 0 |
| COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation | Jan 31, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 |
| Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment | May 12, 2024 | Test-time Adaptation | CodeCode Available | 0 |
| AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation | Sep 18, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 0 |
