| Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation | Oct 17, 2024 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Is Less More? Exploring Token Condensation as Training-free Adaptation for CLIP | Oct 16, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models | Oct 16, 2024 | Computational EfficiencyTest-time Adaptation | CodeCode Available | 1 |
| Test-time adaptation for image compression with distribution regularization | Oct 16, 2024 | DecoderImage Compression | —Unverified | 0 |
| Generating Model Parameters for Controlling: Parameter Diffusion for Controllable Multi-Task Recommendation | Oct 14, 2024 | Recommendation SystemsTest-time Adaptation | —Unverified | 0 |
| Domain-Conditioned Transformer for Fully Test-time Adaptation | Oct 14, 2024 | Domain AdaptationTest-time Adaptation | CodeCode Available | 0 |
| MITA: Bridging the Gap between Model and Data for Test-time Adaptation | Oct 12, 2024 | Test-time Adaptation | —Unverified | 0 |
| AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments | Oct 10, 2024 | Autonomous DrivingScheduling | —Unverified | 0 |
| Test-Time Intensity Consistency Adaptation for Shadow Detection | Oct 10, 2024 | DecoderDiversity | —Unverified | 0 |
| LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts | Oct 9, 2024 | Test-time AdaptationWorld Knowledge | CodeCode Available | 1 |
| AdaRC: Mitigating Graph Structure Shifts during Test-Time | Oct 9, 2024 | AttributeTest-time Adaptation | —Unverified | 0 |
| Toward generalizable learning of all (linear) first-order methods via memory augmented Transformers | Oct 8, 2024 | AllMixture-of-Experts | —Unverified | 0 |
| On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning | Oct 7, 2024 | Data PoisoningTest-time Adaptation | —Unverified | 0 |
| Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia | Oct 7, 2024 | Domain GeneralizationLanguage Modeling | CodeCode Available | 1 |
| Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View Synthesis | Oct 5, 2024 | Image GenerationPose Estimation | CodeCode Available | 0 |
| Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations | Oct 4, 2024 | Anomaly DetectionTest-time Adaptation | CodeCode Available | 0 |
| Test-time Adaptation for Regression by Subspace Alignment | Oct 4, 2024 | regressionTest-time Adaptation | CodeCode Available | 1 |
| PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation | Oct 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DOTA: Distributional Test-Time Adaptation of Vision-Language Models | Sep 28, 2024 | Test-time Adaptation | —Unverified | 0 |
| Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement | Sep 25, 2024 | Test-time Adaptation | —Unverified | 0 |
| Personalized Speech Recognition for Children with Test-Time Adaptation | Sep 19, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Recent Advances in OOD Detection: Problems and Approaches | Sep 18, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 2 |
| SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition | Sep 16, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation | Sep 15, 2024 | Test-time Adaptation | —Unverified | 0 |
| ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance | Sep 14, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 0 |
