| Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection | Sep 13, 2024 | Test-time Adaptation | —Unverified | 0 |
| Test-Time Certifiable Self-Supervision to Bridge the Sim2Real Gap in Event-Based Satellite Pose Estimation | Sep 10, 2024 | Pose EstimationTest-time Adaptation | —Unverified | 0 |
| Enhancing Test Time Adaptation with Few-shot Guidance | Sep 2, 2024 | Diversitydomain classification | —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 |
| Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation | Aug 26, 2024 | Domain AdaptationPrediction | CodeCode Available | 0 |
| Improving Out-of-Distribution Data Handling and Corruption Resistance via Modern Hopfield Networks | Aug 21, 2024 | Adversarial DefenseTest-time Adaptation | CodeCode Available | 0 |
| MeTTA: Single-View to 3D Textured Mesh Reconstruction with Test-Time Adaptation | Aug 21, 2024 | 3D geometry3D Reconstruction | —Unverified | 0 |
| Source-Free Test-Time Adaptation For Online Surface-Defect Detection | Aug 18, 2024 | Defect DetectionTest-time Adaptation | —Unverified | 0 |
| DATTA: Towards Diversity Adaptive Test-Time Adaptation in Dynamic Wild World | Aug 15, 2024 | DiversityTest-time Adaptation | —Unverified | 0 |
| Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach | Aug 14, 2024 | Test-time Adaptation | —Unverified | 0 |
| Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation | Aug 14, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition | Aug 11, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| UniTTA: Unified Benchmark and Versatile Framework Towards Realistic Test-Time Adaptation | Jul 29, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| CloudFixer: Test-Time Adaptation for 3D Point Clouds via Diffusion-Guided Geometric Transformation | Jul 23, 2024 | Computational EfficiencyTest-time Adaptation | CodeCode Available | 0 |
| STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay | Jul 22, 2024 | Outlier DetectionTest-time Adaptation | CodeCode Available | 1 |
| ESCAPE: Energy-based Selective Adaptive Correction for Out-of-distribution 3D Human Pose Estimation | Jul 19, 2024 | 3D Human Pose EstimationPose Estimation | —Unverified | 0 |
| Realistic Evaluation of Test-Time Adaptation Algorithms: Unsupervised Hyperparameter Selection | Jul 19, 2024 | BenchmarkingModel Selection | —Unverified | 0 |
| Fully Test-Time rPPG Estimation via Synthetic Signal-Guided Feature Learning | Jul 18, 2024 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Robust Calibration of Large Vision-Language Adapters | Jul 18, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 |
| Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection | Jul 17, 2024 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation | Jul 17, 2024 | Point Cloud SegmentationPseudo Label | CodeCode Available | 1 |
| Temporal Test-Time Adaptation with State-Space Models | Jul 17, 2024 | State Space ModelsTest-time Adaptation | —Unverified | 0 |
| Adaptive Cascading Network for Continual Test-Time Adaptation | Jul 17, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams | Jul 16, 2024 | Test-time Adaptation | CodeCode Available | 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 |
