| Back to the Source: Diffusion-Driven Test-Time Adaptation | Jul 7, 2022 | Test-time Adaptation | CodeCode Available | 1 |
| Segmenting Moving Objects via an Object-Centric Layered Representation | Jul 5, 2022 | Instance SegmentationMotion Segmentation | CodeCode Available | 1 |
| Test-time Adaptation for Real Image Denoising via Meta-transfer Learning | Jul 5, 2022 | Auxiliary LearningDenoising | —Unverified | 0 |
| Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift | Jul 2, 2022 | Classificationimage-classification | CodeCode Available | 1 |
| Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary | Jun 29, 2022 | Domain GeneralizationImage Segmentation | —Unverified | 0 |
| Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment | Jun 28, 2022 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Test-Time Adaptation for Visual Document Understanding | Jun 15, 2022 | document understandingDomain Adaptation | —Unverified | 0 |
| On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning | Jun 7, 2022 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| CAFA: Class-Aware Feature Alignment for Test-Time Adaptation | Jun 1, 2022 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| Few-Shot Adaptation of Pre-Trained Networks for Domain Shift | May 30, 2022 | Domain Adaptationdomain classification | CodeCode Available | 0 |
| Exemplar Free Class Agnostic Counting | May 27, 2022 | Density EstimationExemplar-Free | —Unverified | 0 |
| DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images | May 27, 2022 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 |
| Test-Time Adaptation with Shape Moments for Image Segmentation | May 16, 2022 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Covariance-aware Feature Alignment with Pre-computed Source Statistics for Test-time Adaptation to Multiple Image Corruptions | Apr 28, 2022 | Domain AdaptationTest-time Adaptation | —Unverified | 0 |
| MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation | Apr 27, 2022 | 3D Semantic SegmentationPseudo Label | —Unverified | 0 |
| Contrastive Test-Time Adaptation | Apr 21, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation | Apr 21, 2022 | Instance SegmentationKnowledge Distillation | —Unverified | 0 |
| Continual Predictive Learning from Videos | Apr 12, 2022 | Continual LearningPrediction | CodeCode Available | 1 |
| Efficient Test-Time Model Adaptation without Forgetting | Apr 6, 2022 | modelTest-time Adaptation | CodeCode Available | 1 |
| Learning Instance-Specific Adaptation for Cross-Domain Segmentation | Mar 30, 2022 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| 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 |
| Continual Test-Time Domain Adaptation | Mar 25, 2022 | Domain AdaptationTest-time Adaptation | CodeCode Available | 2 |
| Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition | Mar 23, 2022 | Event-based visionObject Recognition | CodeCode Available | 1 |
| Test-time Adaptation with Slot-Centric Models | Mar 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| On-the-Fly Test-time Adaptation for Medical Image Segmentation | Mar 10, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
