| Controllable Continual Test-Time Adaptation | May 23, 2024 | Test-time Adaptation | CodeCode Available | 1 | 5 |
| Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition | Mar 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Adversarial Reweighting with α-Power Maximization for Domain Adaptation | Apr 26, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 1 | 5 |
| Feature Alignment and Uniformity for Test Time Adaptation | Mar 20, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
| TTTFlow: Unsupervised Test-Time Training with Normalizing Flow | Oct 20, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition | Aug 11, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation | Jan 9, 2025 | Test-time AdaptationTime Series | CodeCode Available | 1 | 5 |
| LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts | Oct 9, 2024 | Test-time AdaptationWorld Knowledge | CodeCode Available | 1 | 5 |
| Single-Shot Domain Adaptation via Target-Aware Generative Augmentation | Oct 29, 2022 | AttributeDomain Adaptation | CodeCode Available | 0 | 5 |
| CNG-SFDA:Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation | Jan 26, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 0 | 5 |
| ClusT3: Information Invariant Test-Time Training | Oct 18, 2023 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises | Mar 4, 2025 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation | Jul 23, 2024 | Computational EfficiencyTest-time Adaptation | CodeCode Available | 0 | 5 |
| Self-Train Before You Transcribe | Jun 17, 2024 | Domain AdaptationLanguage Modelling | CodeCode Available | 0 | 5 |
| Dynamic Prompt Allocation and Tuning for Continual Test-Time Adaptation | Dec 12, 2024 | Test-time Adaptation | CodeCode Available | 0 | 5 |
| Self-supervised Amodal Video Object Segmentation | Oct 23, 2022 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation | Aug 26, 2024 | Domain AdaptationPrediction | CodeCode Available | 0 | 5 |
| Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations | Oct 4, 2024 | Anomaly DetectionTest-time Adaptation | CodeCode Available | 0 | 5 |
| AR-TTA: A Simple Method for Real-World Continual Test-Time Adaptation | Sep 18, 2023 | Autonomous DrivingTest-time Adaptation | CodeCode Available | 0 | 5 |
| DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection | Jun 19, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 0 | 5 |
| SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting | Mar 17, 2025 | AttributeTest-time Adaptation | CodeCode Available | 0 | 5 |
| Domain Generalization of 3D Object Detection by Density-Resampling | Nov 17, 2023 | 3D Object DetectionData Augmentation | CodeCode Available | 0 | 5 |
| Domain-Conditioned Transformer for Fully Test-time Adaptation | Oct 14, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 | 5 |
| Domain Alignment Meets Fully Test-Time Adaptation | Jul 9, 2022 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 | 5 |
| APCoTTA: Continual Test-Time Adaptation for Semantic Segmentation of Airborne LiDAR Point Clouds | May 15, 2025 | Point Cloud SegmentationScene Understanding | CodeCode Available | 0 | 5 |
