| Fully Test-Time Adaptation for Monocular 3D Object Detection | May 30, 2024 | 3D Object DetectionMonocular 3D Object Detection | CodeCode Available | 2 |
| Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection | May 29, 2024 | Active LearningModel Selection | CodeCode Available | 0 |
| Frustratingly Easy Test-Time Adaptation of Vision-Language Models | May 28, 2024 | Test-time Adaptation | CodeCode Available | 2 |
| Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation | May 26, 2024 | feature selectionMixture-of-Experts | CodeCode Available | 2 |
| A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-Time Adaptation for Vision-Language Models | May 23, 2024 | Image ClassificationPrompt Engineering | —Unverified | 0 |
| Controllable Continual Test-Time Adaptation | May 23, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Towards Clinician-Preferred Segmentation: Leveraging Human-in-the-Loop for Test Time Adaptation in Medical Image Segmentation | May 14, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment | May 12, 2024 | Test-time Adaptation | CodeCode Available | 0 |
| RETTA: Retrieval-Enhanced Test-Time Adaptation for Zero-Shot Video Captioning | May 11, 2024 | Image-text matchingRetrieval | —Unverified | 0 |
| Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection | May 8, 2024 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning | May 5, 2024 | Privacy PreservingTest-time Adaptation | CodeCode Available | 1 |
| Track2Act: Predicting Point Tracks from Internet Videos enables Generalizable Robot Manipulation | May 2, 2024 | Robot ManipulationTest-time Adaptation | —Unverified | 0 |
| CLIPArTT: Adaptation of CLIP to New Domains at Test Time | May 1, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 |
| Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments | Apr 27, 2024 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| Adversarial Reweighting with α-Power Maximization for Domain Adaptation | Apr 26, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 1 |
| Combating Missing Modalities in Egocentric Videos at Test Time | Apr 23, 2024 | Action RecognitionTest-time Adaptation | —Unverified | 0 |
| Test-Time Training on Graphs with Large Language Models (LLMs) | Apr 21, 2024 | Test-time Adaptation | —Unverified | 0 |
| Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation | Apr 17, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 |
| In-Context Learning State Vector with Inner and Momentum Optimization | Apr 17, 2024 | In-Context LearningTest-time Adaptation | CodeCode Available | 1 |
| NC-TTT: A Noise Contrastive Approach for Test-Time Training | Apr 12, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation | Apr 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Unified Entropy Optimization for Open-Set Test-Time Adaptation | Apr 9, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Test-Time Zero-Shot Temporal Action Localization | Apr 8, 2024 | Action LocalizationLanguage Modelling | CodeCode Available | 2 |
| Active Test-Time Adaptation: Theoretical Analyses and An Algorithm | Apr 7, 2024 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| Layerwise Early Stopping for Test Time Adaptation | Apr 4, 2024 | Test-time Adaptation | —Unverified | 0 |
