| TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation | Feb 10, 2023 | Test-time Adaptation | —Unverified | 0 | 0 |
| Effective Large Language Model Adaptation for Improved Grounding and Citation Generation | Nov 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models | Jun 8, 2025 | GPUTest-time Adaptation | —Unverified | 0 | 0 |
| Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line | Oct 7, 2023 | Model SelectionTest-time Adaptation | —Unverified | 0 | 0 |
| FRET: Feature Redundancy Elimination for Test Time Adaptation | May 15, 2025 | Contrastive LearningTest-time Adaptation | —Unverified | 0 | 0 |
| ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains | May 20, 2025 | Online ClusteringSemantic Segmentation | —Unverified | 0 | 0 |
| Dynamic Manipulation of Deformable Objects in 3D: Simulation, Benchmark and Learning Strategy | May 23, 2025 | Imitation LearningTest-time Adaptation | —Unverified | 0 | 0 |
| Resilient Practical Test-Time Adaptation: Soft Batch Normalization Alignment and Entropy-driven Memory Bank | Jan 26, 2024 | Domain AdaptationTest-time Adaptation | —Unverified | 0 | 0 |
| Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection | May 8, 2024 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 | 0 |
| Rethinking Precision of Pseudo Label: Test-Time Adaptation via Complementary Learning | Jan 15, 2023 | Pseudo LabelTest-time Adaptation | —Unverified | 0 | 0 |
| A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-Time Adaptation for Vision-Language Models | May 23, 2024 | Image ClassificationPrompt Engineering | —Unverified | 0 | 0 |
| RETTA: Retrieval-Enhanced Test-Time Adaptation for Zero-Shot Video Captioning | May 11, 2024 | Image-text matchingRetrieval | —Unverified | 0 | 0 |
| DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation | Nov 25, 2024 | Large Language ModelMotion Planning | —Unverified | 0 | 0 |
| R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation | Dec 2, 2024 | Self-Supervised LearningTest-time Adaptation | —Unverified | 0 | 0 |
| DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly | Apr 1, 2024 | NeRFTest-time Adaptation | —Unverified | 0 | 0 |
| DOTA: Distributional Test-Time Adaptation of Vision-Language Models | Sep 28, 2024 | Test-time Adaptation | —Unverified | 0 | 0 |
| Robustifying Language Models with Test-Time Adaptation | Oct 29, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Domain Adaptation for Satellite-Borne Hyperspectral Cloud Detection | Sep 5, 2023 | Cloud DetectionDomain Adaptation | —Unverified | 0 | 0 |
| Robust Mean Teacher for Continual and Gradual Test-Time Adaptation | Nov 23, 2022 | Contrastive LearningTest-time Adaptation | —Unverified | 0 | 0 |
| TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram | Dec 10, 2024 | Test-time Adaptation | —Unverified | 0 | 0 |
| Diversity-aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-time Adaptation | Jan 2, 2024 | DiversityTest-time Adaptation | —Unverified | 0 | 0 |
| Turn Down the Noise: Leveraging Diffusion Models for Test-time Adaptation via Pseudo-label Ensembling | Nov 29, 2023 | Pseudo LabelTest-time Adaptation | —Unverified | 0 | 0 |
| SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation | Apr 20, 2023 | Test-time Adaptation | —Unverified | 0 | 0 |
| Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic World | Jun 8, 2024 | ClusteringTest-time Adaptation | —Unverified | 0 | 0 |
| AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler | Jul 15, 2024 | Representation LearningTest-time Adaptation | —Unverified | 0 | 0 |
| Uncertainty-Aware Test-Time Adaptation for Inverse Consistent Diffeomorphic Lung Image Registration | Nov 12, 2024 | Image RegistrationTest-time Adaptation | —Unverified | 0 | 0 |
| Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization | Jun 26, 2023 | Offline RLTest-time Adaptation | —Unverified | 0 | 0 |
| DELTA: degradation-free fully test-time adaptation | Jan 30, 2023 | Self-LearningTest-time Adaptation | —Unverified | 0 | 0 |
| Decoupled Prototype Learning for Reliable Test-Time Adaptation | Jan 15, 2024 | Domain GeneralizationTest-time Adaptation | —Unverified | 0 | 0 |
| Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation | Dec 8, 2022 | Prompt LearningTest-time Adaptation | —Unverified | 0 | 0 |
| Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting | Mar 18, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Decentralizing Test-time Adaptation under Heterogeneous Data Streams | Nov 16, 2024 | Test-time Adaptation | —Unverified | 0 | 0 |
| Self-Adaptively Learning to Demoiré from Focused and Defocused Image Pairs | Dec 1, 2020 | Test-time Adaptation | —Unverified | 0 | 0 |
| Self-Bootstrapping for Versatile Test-Time Adaptation | Apr 10, 2025 | Test-time Adaptation | —Unverified | 0 | 0 |
| Uncovering Adversarial Risks of Test-Time Adaptation | Jan 29, 2023 | Test-time Adaptation | —Unverified | 0 | 0 |
| Convolutional Visual Prompt for Robust Visual Perception | Mar 1, 2023 | Test-time Adaptation | —Unverified | 0 | 0 |
| Self-Supervised Domain Adaptation for Visual Navigation with Global Map Consistency | Oct 14, 2021 | Domain AdaptationGPU | —Unverified | 0 | 0 |
| Self-Supervised Motion Magnification by Backpropagating Through Optical Flow | Nov 28, 2023 | Motion MagnificationOptical Flow Estimation | —Unverified | 0 | 0 |
| AIC MLLM: Autonomous Interactive Correction MLLM for Robust Robotic Manipulation | Jun 17, 2024 | Pose PredictionTest-time Adaptation | —Unverified | 0 | 0 |
| Semantic Image Segmentation: Two Decades of Research | Feb 13, 2023 | Domain AdaptationDomain Generalization | —Unverified | 0 | 0 |
| Semantics-aware Test-time Adaptation for 3D Human Pose Estimation | Feb 15, 2025 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models | Dec 10, 2023 | Test-time Adaptation | —Unverified | 0 | 0 |
| SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation | May 7, 2025 | Test-time Adaptation | —Unverified | 0 | 0 |
| DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation | Jun 29, 2025 | Camouflaged Object SegmentationInteractive Segmentation | —Unverified | 0 | 0 |
| Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary | Jun 29, 2022 | Domain GeneralizationImage Segmentation | —Unverified | 0 | 0 |
| Single Image Test-Time Adaptation for Segmentation | Sep 25, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| AdaKWS: Towards Robust Keyword Spotting with Test-Time Adaptation | May 20, 2025 | Keyword SpottingTest-time Adaptation | —Unverified | 0 | 0 |
| Singular Value Penalization and Semantic Data Augmentation for Fully Test-Time Adaptation | Dec 10, 2023 | Data AugmentationDiversity | —Unverified | 0 | 0 |
| SITA: Single Image Test-time Adaptation | Dec 4, 2021 | Test-time Adaptation | —Unverified | 0 | 0 |
| Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation | Oct 17, 2024 | Domain AdaptationImage Segmentation | —Unverified | 0 | 0 |