| 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 |
| AVROBUSTBENCH: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time | May 31, 2025 | BenchmarkingTest-time Adaptation | CodeCode Available | 1 |
| From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration | May 28, 2025 | AllContrastive Learning | —Unverified | 0 |
| Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation | May 28, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| 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 |
| Test-Time Adaptation with Binary Feedback | May 24, 2025 | Test-time Adaptation | CodeCode Available | 0 |
| Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation | May 24, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| MADCAT: Combating Malware Detection Under Concept Drift with Test-Time Adaptation | May 24, 2025 | Android Malware DetectionDecoder | —Unverified | 0 |
| DART^3: Leveraging Distance for Test Time Adaptation in Person Re-Identification | May 23, 2025 | Domain AdaptationImage Retrieval | —Unverified | 0 |
| Dynamic Manipulation of Deformable Objects in 3D: Simulation, Benchmark and Learning Strategy | May 23, 2025 | Imitation LearningTest-time Adaptation | —Unverified | 0 |
| TRAIL: Transferable Robust Adversarial Images via Latent diffusion | May 22, 2025 | DenoisingTest-time Adaptation | —Unverified | 0 |
| CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving | May 22, 2025 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Higher-Order Asymptotics of Test-Time Adaptation for Batch Normalization Statistics | May 22, 2025 | Test-time Adaptation | —Unverified | 0 |
| Ranked Entropy Minimization for Continual Test-Time Adaptation | May 22, 2025 | Test-time Adaptation | CodeCode Available | 2 |
| ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains | May 20, 2025 | Online ClusteringSemantic Segmentation | —Unverified | 0 |
