| Fast Adaptation for Human Pose Estimation via Meta-Optimization | Jan 1, 2024 | Auxiliary LearningImage Inpainting | —Unverified | 0 |
| Modality-Collaborative Test-Time Adaptation for Action Recognition | Jan 1, 2024 | Action RecognitionDomain Adaptation | —Unverified | 0 |
| ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation | Dec 24, 2023 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation | Dec 19, 2023 | DecoderSelf-Supervised Learning | —Unverified | 0 |
| Unraveling Batch Normalization for Realistic Test-Time Adaptation | Dec 15, 2023 | DiversityTest-time Adaptation | CodeCode Available | 0 |
| Singular Value Penalization and Semantic Data Augmentation for Fully Test-Time Adaptation | Dec 10, 2023 | Data AugmentationDiversity | —Unverified | 0 |
| Separate-and-Enhance: Compositional Finetuning for Text2Image Diffusion Models | Dec 10, 2023 | Test-time Adaptation | —Unverified | 0 |
| DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation | Dec 8, 2023 | Cross-Domain Few-ShotSegmentation | —Unverified | 0 |
| Target to Source: Guidance-Based Diffusion Model for Test-Time Adaptation | Dec 8, 2023 | Test-time Adaptation | —Unverified | 0 |
| Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation | Dec 4, 2023 | Active LearningSemantic Segmentation | —Unverified | 0 |
| Test-Time Degradation Adaptation for Open-Set Image Restoration | Dec 2, 2023 | Image RestorationTest-time Adaptation | CodeCode Available | 0 |
| Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation | Nov 30, 2023 | image-classificationImage Classification | —Unverified | 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 |
| Self-Supervised Motion Magnification by Backpropagating Through Optical Flow | Nov 28, 2023 | Motion MagnificationOptical Flow Estimation | —Unverified | 0 |
| Model-free Test Time Adaptation for Out-Of-Distribution Detection | Nov 28, 2023 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 |
| Domain Generalization of 3D Object Detection by Density-Resampling | Nov 17, 2023 | 3D Object DetectionData Augmentation | CodeCode Available | 0 |
| Effective Large Language Model Adaptation for Improved Grounding and Citation Generation | Nov 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers | Nov 13, 2023 | Test-time Adaptation | CodeCode Available | 0 |
| Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation | Nov 10, 2023 | Test-time Adaptation | CodeCode Available | 0 |
| Effective Restoration of Source Knowledge in Continual Test Time Adaptation | Nov 8, 2023 | Change DetectionTest-time Adaptation | —Unverified | 0 |
| Improving Entropy-Based Test-Time Adaptation from a Clustering View | Oct 31, 2023 | ClusteringTest-time Adaptation | —Unverified | 0 |
| Robustifying Language Models with Test-Time Adaptation | Oct 29, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Technical Report for ICCV 2023 Visual Continual Learning Challenge: Continuous Test-time Adaptation for Semantic Segmentation | Oct 20, 2023 | Continual LearningSemantic Segmentation | —Unverified | 0 |
| Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation | Oct 18, 2023 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| ClusT3: Information Invariant Test-Time Training | Oct 18, 2023 | Test-time Adaptation | CodeCode Available | 0 |