| On-the-Fly Test-time Adaptation for Medical Image Segmentation | Mar 10, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Robust Calibration of Large Vision-Language Adapters | Jul 18, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 |
| Adversarial Reweighting with α-Power Maximization for Domain Adaptation | Apr 26, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 1 |
| Feature Alignment and Uniformity for Test Time Adaptation | Mar 20, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation | Mar 30, 2025 | 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 |
| Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation | Jan 9, 2025 | Test-time AdaptationTime Series | CodeCode Available | 1 |
| Reliable Spatial-Temporal Voxels For Multi-Modal Test-Time Adaptation | Mar 11, 2024 | Test-time Adaptation | CodeCode Available | 1 |
| Effective Restoration of Source Knowledge in Continual Test Time Adaptation | Nov 8, 2023 | Change DetectionTest-time Adaptation | —Unverified | 0 |
| Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation | Jun 1, 2024 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Improving Accuracy and Generalization for Efficient Visual Tracking | Nov 28, 2024 | CPUTest-time Adaptation | —Unverified | 0 |
| Effective Large Language Model Adaptation for Improved Grounding and Citation Generation | Nov 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving | Nov 28, 2024 | Autonomous Drivingobject-detection | —Unverified | 0 |
| E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models | Jun 8, 2025 | GPUTest-time Adaptation | —Unverified | 0 |
| Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-world | Dec 2, 2022 | Device-Cloud Collaborationobject-detection | —Unverified | 0 |
| Dynamic Manipulation of Deformable Objects in 3D: Simulation, Benchmark and Learning Strategy | May 23, 2025 | Imitation LearningTest-time Adaptation | —Unverified | 0 |
| Attention Bootstrapping for Multi-Modal Test-Time Adaptation | Mar 4, 2025 | Test-time Adaptation | —Unverified | 0 |
| Improving Entropy-Based Test-Time Adaptation from a Clustering View | Oct 31, 2023 | ClusteringTest-time Adaptation | —Unverified | 0 |
| Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection | May 8, 2024 | Anomaly ClassificationAnomaly Detection | —Unverified | 0 |
| Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation | Feb 7, 2024 | Test-time Adaptation | —Unverified | 0 |
| Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection | Sep 13, 2024 | Test-time Adaptation | —Unverified | 0 |
| DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation | Nov 25, 2024 | Large Language ModelMotion Planning | —Unverified | 0 |
| Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management | Dec 16, 2022 | Denoisingimage-classification | —Unverified | 0 |
| Can Whisper perform speech-based in-context learning? | Sep 13, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly | Apr 1, 2024 | NeRFTest-time Adaptation | —Unverified | 0 |
