| Unraveling Batch Normalization for Realistic Test-Time Adaptation | Dec 15, 2023 | DiversityTest-time Adaptation | CodeCode Available | 0 |
| What, How, and When Should Object Detectors Update in Continually Changing Test Domains? | Dec 12, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects | Dec 12, 2023 | Camouflaged Object Segmentation with a Single Task-generic Promptobject-detection | CodeCode Available | 1 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| 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 |
| Target to Source: Guidance-Based Diffusion Model for Test-Time Adaptation | Dec 8, 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 |
| 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 |
| Persistent Test-time Adaptation in Recurring Testing Scenarios | Nov 30, 2023 | DiagnosticTest-time Adaptation | CodeCode Available | 1 |
| Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation | Nov 30, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation | Nov 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Calibration-free online test-time adaptation for electroencephalography motor imagery decoding | Nov 30, 2023 | EEGMotor Imagery | CodeCode Available | 1 |
| Turn Down the Noise: Leveraging Diffusion Models for Test-time Adaptation via Pseudo-label Ensembling | Nov 29, 2023 | Pseudo LabelTest-time Adaptation | —Unverified | 0 |
| Model-free Test Time Adaptation for Out-Of-Distribution Detection | Nov 28, 2023 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 |
| Self-Supervised Motion Magnification by Backpropagating Through Optical Flow | Nov 28, 2023 | Motion MagnificationOptical Flow Estimation | —Unverified | 0 |
| Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback | Nov 27, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| TEA: Test-time Energy Adaptation | Nov 24, 2023 | Test-time Adaptation | CodeCode Available | 1 |
| Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation | Nov 22, 2023 | NavigateTest-time Adaptation | CodeCode Available | 1 |
| 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 |
| Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation | Nov 16, 2023 | Domain GeneralizationMedical Diagnosis | CodeCode Available | 1 |
| 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 |
