| Conformal Uncertainty Indicator for Continual Test-Time Adaptation | Feb 5, 2025 | Conformal PredictionTest-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 |
| Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks | Jan 15, 2025 | DeblurringImage Defocus Deblurring | —Unverified | 0 |
| Covariance-aware Feature Alignment with Pre-computed Source Statistics for Test-time Adaptation to Multiple Image Corruptions | Apr 28, 2022 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| CRISP: Object Pose and Shape Estimation with Test-Time Adaptation | Dec 2, 2024 | DecoderDomain Adaptation | —Unverified | 0 |
| D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction | Mar 25, 2025 | MRI ReconstructionSelf-Supervised Learning | —Unverified | 0 |
| DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation | Sep 15, 2024 | Test-time Adaptation | —Unverified | 0 |
| DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation | Dec 8, 2023 | Cross-Domain Few-ShotSegmentation | —Unverified | 0 |
| DART^3: Leveraging Distance for Test Time Adaptation in Person Re-Identification | May 23, 2025 | Domain AdaptationImage Retrieval | —Unverified | 0 |
| DATTA: Towards Diversity Adaptive Test-Time Adaptation in Dynamic Wild World | Aug 15, 2024 | DiversityTest-time Adaptation | —Unverified | 0 |
| Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation | Oct 17, 2024 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation | Jun 29, 2025 | Camouflaged Object SegmentationInteractive Segmentation | —Unverified | 0 |
| Decentralizing Test-time Adaptation under Heterogeneous Data Streams | Nov 16, 2024 | Test-time Adaptation | —Unverified | 0 |
| Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation | Dec 8, 2022 | Prompt LearningTest-time Adaptation | —Unverified | 0 |
| Decoupled Prototype Learning for Reliable Test-Time Adaptation | Jan 15, 2024 | Domain GeneralizationTest-time Adaptation | —Unverified | 0 |
| DELTA: degradation-free fully test-time adaptation | Jan 30, 2023 | Self-LearningTest-time Adaptation | —Unverified | 0 |
| Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization | Jun 26, 2023 | Offline RLTest-time Adaptation | —Unverified | 0 |
| Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic World | Jun 8, 2024 | ClusteringTest-time Adaptation | —Unverified | 0 |
| Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time Adaptation | Jan 2, 2024 | DiversityTest-time Adaptation | —Unverified | 0 |
| Domain Adaptation for Satellite-Borne Hyperspectral Cloud Detection | Sep 5, 2023 | Cloud DetectionDomain Adaptation | —Unverified | 0 |
| DOTA: Distributional Test-Time Adaptation of Vision-Language Models | Sep 28, 2024 | Test-time Adaptation | —Unverified | 0 |
| DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly | Apr 1, 2024 | NeRFTest-time Adaptation | —Unverified | 0 |
| DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation | Nov 25, 2024 | Large Language ModelMotion Planning | —Unverified | 0 |
| Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection | May 8, 2024 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Dynamic Manipulation of Deformable Objects in 3D: Simulation, Benchmark and Learning Strategy | May 23, 2025 | Imitation LearningTest-time Adaptation | —Unverified | 0 |
| E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models | Jun 8, 2025 | GPUTest-time Adaptation | —Unverified | 0 |
| Effective Large Language Model Adaptation for Improved Grounding and Citation Generation | Nov 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation | Jun 1, 2024 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Effective Restoration of Source Knowledge in Continual Test Time Adaptation | Nov 8, 2023 | Change DetectionTest-time Adaptation | —Unverified | 0 |
| Efficient Domain Adaptation for Endoscopic Visual Odometry | Mar 16, 2024 | Domain AdaptationStyle Transfer | —Unverified | 0 |
| Efficient Test-Time Adaptation of Vision-Language Models | Mar 27, 2024 | Pseudo LabelTest-time Adaptation | —Unverified | 0 |
| Energy-based Preference Optimization for Test-time Adaptation | May 26, 2025 | Computational EfficiencyTest-time Adaptation | —Unverified | 0 |
| Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics | Jul 8, 2024 | Data AugmentationObject Recognition | —Unverified | 0 |
| Enhancing Robustness of CLIP to Common Corruptions through Bimodal Test-Time Adaptation | Dec 3, 2024 | Test-time AdaptationZero-Shot Learning | —Unverified | 0 |
| Enhancing Test Time Adaptation with Few-shot Guidance | Sep 2, 2024 | Diversitydomain classification | —Unverified | 0 |
| ESCAPE: Energy-based Selective Adaptive Correction for Out-of-distribution 3D Human Pose Estimation | Jul 19, 2024 | 3D Human Pose EstimationPose Estimation | —Unverified | 0 |
| Exemplar Free Class Agnostic Counting | May 27, 2022 | Density EstimationExemplar-Free | —Unverified | 0 |
| Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments | Jun 24, 2024 | Contrastive LearningObject | —Unverified | 0 |
| Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems | Jun 26, 2023 | Diversityspeech-recognition | —Unverified | 0 |
| Fast Adaptation for Human Pose Estimation via Meta-Optimization | Jan 1, 2024 | Auxiliary LearningImage Inpainting | —Unverified | 0 |
| Feature Augmentation based Test-Time Adaptation | Oct 18, 2024 | Test-time Adaptation | —Unverified | 0 |
| FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning | May 19, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation | Oct 25, 2021 | Face Presentation Attack DetectionFace Recognition | —Unverified | 0 |
| Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation | Dec 4, 2023 | Active LearningSemantic Segmentation | —Unverified | 0 |
| FIESTA: Fisher Information-based Efficient Selective Test-time Adaptation | Mar 29, 2025 | Facial Expression RecognitionTest-time Adaptation | —Unverified | 0 |
| FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus | Feb 28, 2025 | AllTest-time Adaptation | —Unverified | 0 |
| Foundation Models Meet Low-Cost Sensors: Test-Time Adaptation for Rescaling Disparity for Zero-Shot Metric Depth Estimation | Dec 18, 2024 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification | Jun 5, 2023 | Robust classificationTest-time Adaptation | —Unverified | 0 |
| Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM | Jan 1, 2025 | Test-time Adaptation | —Unverified | 0 |
| From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration | May 28, 2025 | AllContrastive Learning | —Unverified | 0 |