| The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos | Nov 11, 2021 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Oct 24, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
| MEMO: Test Time Robustness via Adaptation and Augmentation | Oct 18, 2021 | Test-time Adaptation | CodeCode Available | 1 |
| A-SDF: Learning Disentangled Signed Distance Functions for Articulated Shape Representation | Apr 15, 2021 | Test-time Adaptation | CodeCode Available | 1 |
| Self-Adaptively Learning to Demoire from Focused and Defocused Image Pairs | Nov 3, 2020 | DemoireTest-time Adaptation | CodeCode Available | 1 |
| Tent: Fully Test-time Adaptation by Entropy Minimization | Jun 18, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation | Apr 9, 2020 | DenoisingDomain Generalization | CodeCode Available | 1 |
| Scene-Adaptive Video Frame Interpolation via Meta-Learning | Apr 2, 2020 | Meta-LearningTest-time Adaptation | CodeCode Available | 1 |
| Helping CLIP See Both the Forest and the Trees: A Decomposition and Description Approach | Jul 4, 2025 | AttributeContrastive Learning | —Unverified | 0 |
| DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation | Jun 29, 2025 | Camouflaged Object SegmentationInteractive Segmentation | —Unverified | 0 |
| Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement | Jun 25, 2025 | Surgical phase recognitionTest-time Adaptation | CodeCode Available | 0 |
| Keeping Medical AI Healthy: A Review of Detection and Correction Methods for System Degradation | Jun 20, 2025 | Test-time Adaptation | —Unverified | 0 |
| Exploring Audio Cues for Enhanced Test-Time Video Model Adaptation | Jun 14, 2025 | Test-time AdaptationVideo Classification | CodeCode Available | 0 |
| Test-Time Adaptation for Generalizable Task Progress Estimation | Jun 11, 2025 | In-Context LearningMeta-Learning | —Unverified | 0 |
| SUTA-LM: Bridging Test-Time Adaptation and Language Model Rescoring for Robust ASR | Jun 10, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models | Jun 8, 2025 | GPUTest-time Adaptation | —Unverified | 0 |
| Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation | Jun 7, 2025 | Camouflaged Object SegmentationFeature Correlation | CodeCode Available | 0 |
| SAM-aware Test-time Adaptation for Universal Medical Image Segmentation | Jun 5, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration | May 28, 2025 | AllContrastive Learning | —Unverified | 0 |
| Energy-based Preference Optimization for Test-time Adaptation | May 26, 2025 | Computational EfficiencyTest-time Adaptation | —Unverified | 0 |
| JEDI: The Force of Jensen-Shannon Divergence in Disentangling Diffusion Models | May 25, 2025 | DisentanglementTest-time Adaptation | —Unverified | 0 |
| MADCAT: Combating Malware Detection Under Concept Drift with Test-Time Adaptation | May 24, 2025 | Android Malware DetectionDecoder | —Unverified | 0 |
| Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation | May 24, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Test-Time Adaptation with Binary Feedback | May 24, 2025 | Test-time Adaptation | CodeCode Available | 0 |
| Dynamic Manipulation of Deformable Objects in 3D: Simulation, Benchmark and Learning Strategy | May 23, 2025 | Imitation LearningTest-time Adaptation | —Unverified | 0 |
