| Controllable Continual Test-Time Adaptation | May 23, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation | Jul 12, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Adversarial Reweighting with α-Power Maximization for Domain Adaptation | Apr 26, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 1 |
| Feature Alignment and Uniformity for Test Time Adaptation | Mar 20, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation | Mar 30, 2025 | Test-time Adaptation | CodeCode Available | 1 |
| NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation | Aug 10, 2022 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 |
| Video Test-Time Adaptation for Action Recognition | Nov 24, 2022 | Action RecognitionTemporal Action Localization | CodeCode Available | 1 |
| Robust Test-Time Adaptation in Dynamic Scenarios | Mar 24, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 1 |
| Effective Restoration of Source Knowledge in Continual Test Time Adaptation | Nov 8, 2023 | Change DetectionTest-time Adaptation | —Unverified | 0 |
| Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation | Jun 1, 2024 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification | Aug 29, 2024 | Domain Adaptationimage-classification | —Unverified | 0 |
| Effective Large Language Model Adaptation for Improved Grounding and Citation Generation | Nov 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MADCAT: Combating Malware Detection Under Concept Drift with Test-Time Adaptation | May 24, 2025 | Android Malware DetectionDecoder | —Unverified | 0 |
| E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models | Jun 8, 2025 | GPUTest-time Adaptation | —Unverified | 0 |
| Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-world | Dec 2, 2022 | Device-Cloud Collaborationobject-detection | —Unverified | 0 |
| Dynamic Manipulation of Deformable Objects in 3D: Simulation, Benchmark and Learning Strategy | May 23, 2025 | Imitation LearningTest-time Adaptation | —Unverified | 0 |
| Attention Bootstrapping for Multi-Modal Test-Time Adaptation | Mar 4, 2025 | Test-time Adaptation | —Unverified | 0 |
| Maintaining Consistent Inter-Class Topology in Continual Test-Time Adaptation | Jan 1, 2025 | Test-time Adaptation | —Unverified | 0 |
| Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection | May 8, 2024 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation | Feb 7, 2024 | Test-time Adaptation | —Unverified | 0 |
| DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation | Nov 25, 2024 | Large Language ModelMotion Planning | —Unverified | 0 |
| Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management | Dec 16, 2022 | Denoisingimage-classification | —Unverified | 0 |
| Can Whisper perform speech-based in-context learning? | Sep 13, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly | Apr 1, 2024 | NeRFTest-time Adaptation | —Unverified | 0 |
| DOTA: Distributional Test-Time Adaptation of Vision-Language Models | Sep 28, 2024 | Test-time Adaptation | —Unverified | 0 |
| AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments | Oct 10, 2024 | Autonomous DrivingScheduling | —Unverified | 0 |
| Maintain Plasticity in Long-timescale Continual Test-time Adaptation | Dec 28, 2024 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| Learning Less Generalizable Patterns with an Asymmetrically Trained Double Classifier for Better Test-Time Adaptation | Oct 17, 2022 | Test-time Adaptation | —Unverified | 0 |
| Anticipating the Unseen Discrepancy for Vision and Language Navigation | Sep 10, 2022 | Data AugmentationDecision Making | —Unverified | 0 |
| Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection | Jul 17, 2024 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Learning Instance-Specific Adaptation for Cross-Domain Segmentation | Mar 30, 2022 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Learning to Adapt to Online Streams with Distribution Shifts | Mar 2, 2023 | BenchmarkingMeta-Learning | —Unverified | 0 |
| Domain Adaptation for Satellite-Borne Hyperspectral Cloud Detection | Sep 5, 2023 | Cloud DetectionDomain Adaptation | —Unverified | 0 |
| CAFA: Class-Aware Feature Alignment for Test-Time Adaptation | Jun 1, 2022 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| AdaRC: Mitigating Graph Structure Shifts during Test-Time | Oct 9, 2024 | AttributeTest-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 |
| Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic World | Jun 8, 2024 | ClusteringTest-time Adaptation | —Unverified | 0 |
| BoTTA: Benchmarking on-device Test Time Adaptation | Apr 14, 2025 | BenchmarkingTest-time Adaptation | —Unverified | 0 |
| Analytic Continual Test-Time Adaptation for Multi-Modality Corruption | Oct 29, 2024 | Pseudo LabelTest-time Adaptation | —Unverified | 0 |
| AdaKWS: Towards Robust Keyword Spotting with Test-Time Adaptation | May 20, 2025 | Keyword SpottingTest-time Adaptation | —Unverified | 0 |
| Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection | Sep 13, 2024 | Test-time Adaptation | —Unverified | 0 |
| Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation | Jul 8, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Higher-Order Asymptotics of Test-Time Adaptation for Batch Normalization Statistics | May 22, 2025 | Test-time Adaptation | —Unverified | 0 |
| Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement | Sep 25, 2024 | Test-time Adaptation | —Unverified | 0 |
| Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation | Jan 1, 2025 | Test-time Adaptation | —Unverified | 0 |
| Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization | Jun 26, 2023 | Offline RLTest-time Adaptation | —Unverified | 0 |
| Helping CLIP See Both the Forest and the Trees: A Decomposition and Description Approach | Jul 4, 2025 | AttributeContrastive Learning | —Unverified | 0 |
| IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement | Mar 6, 2025 | 3D InpaintingImage Inpainting | —Unverified | 0 |
| DELTA: degradation-free fully test-time adaptation | Jan 30, 2023 | Self-LearningTest-time Adaptation | —Unverified | 0 |
| Billet Number Recognition Based on Test-Time Adaptation | Feb 13, 2025 | Scene Text RecognitionTest-time Adaptation | —Unverified | 0 |