| Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation | Jul 12, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics | Jul 8, 2024 | Data AugmentationObject Recognition | —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 |
| Test-time adaptation for geospatial point cloud semantic segmentation with distinct domain shifts | Jul 8, 2024 | Domain AdaptationSelf-Supervised Learning | —Unverified | 0 |
| Graph-Guided Test-Time Adaptation for Glaucoma Diagnosis using Fundus Photography | Jul 5, 2024 | Test-time Adaptation | —Unverified | 0 |
| Knowledge Composition using Task Vectors with Learned Anisotropic Scaling | Jul 3, 2024 | Task ArithmeticTest-time Adaptation | CodeCode Available | 1 |
| A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data | Jul 2, 2024 | Feature EngineeringHyperparameter Optimization | CodeCode Available | 1 |
| Parameter-Selective Continual Test-Time Adaptation | Jul 2, 2024 | Test-time Adaptation | CodeCode Available | 0 |
| Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation | Jun 27, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Exploring Test-Time Adaptation for Object Detection in Continually Changing Environments | Jun 24, 2024 | Contrastive LearningObject | —Unverified | 0 |
| MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection | Jun 21, 2024 | 3D Object DetectionDomain Adaptation | CodeCode Available | 1 |
| DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection | Jun 19, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 0 |
| WATT: Weight Average Test-Time Adaptation of CLIP | Jun 19, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| Deep-learning-based groupwise registration for motion correction of cardiac T_1 mapping | Jun 18, 2024 | Test-time Adaptation | —Unverified | 0 |
| Self-Train Before You Transcribe | Jun 17, 2024 | Domain AdaptationLanguage Modelling | CodeCode Available | 0 |
| AIC MLLM: Autonomous Interactive Correction MLLM for Robust Robotic Manipulation | Jun 17, 2024 | Pose PredictionTest-time Adaptation | —Unverified | 0 |
| BaFTA: Backprop-Free Test-Time Adaptation For Zero-Shot Vision-Language Models | Jun 17, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech | Jun 16, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation | Jun 15, 2024 | Test-time AdaptationVisual Prompting | CodeCode Available | 1 |
| OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation | Jun 12, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 |
| Learning Domain-Invariant Features for Out-of-Context News Detection | Jun 11, 2024 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic World | Jun 8, 2024 | ClusteringTest-time Adaptation | —Unverified | 0 |
| Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment | Jun 6, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Less is More: Pseudo-Label Filtering for Continual Test-Time Adaptation | Jun 3, 2024 | DiversityPseudo Label | CodeCode Available | 0 |
| Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation | Jun 1, 2024 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
