{"total":52,"rows":[{"id":"2203.13591","title":"Continual Test-Time Domain Adaptation","created":"2022-03-25","cited_by_count":525,"area":null},{"id":"2303.13899","title":"Robust Test-Time Adaptation in Dynamic Scenarios","created":"2023-03-24","cited_by_count":189,"area":null},{"id":"2208.07422","title":"Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives","created":"2022-08-15","cited_by_count":98,"area":null},{"id":"2105.13502","title":"Unsupervised Domain Adaptation of Object Detectors: A Survey","created":"2021-05-27","cited_by_count":93,"area":null},{"id":"2306.05401","title":"RDumb: A simple approach that questions our progress in continual test-time adaptation","created":"2023-06-08","cited_by_count":53,"area":null},{"id":"2204.08200","title":"Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond","created":"2022-04-18","cited_by_count":32,"area":null},{"id":"2207.06825","title":"Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions","created":"2022-07-14","cited_by_count":31,"area":null},{"id":"2304.11928","title":"Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving","created":"2023-04-24","cited_by_count":29,"area":null},{"id":"2210.10195","title":"Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation","created":"2022-10-18","cited_by_count":28,"area":null},{"id":"2207.04587","title":"Gradual Domain Adaptation without Indexed Intermediate Domains","created":"2022-07-11","cited_by_count":26,"area":null},{"id":"2110.12205","title":"Multi-Domain Incremental Learning for Semantic Segmentation","created":"2021-10-23","cited_by_count":25,"area":null},{"id":"2203.15293","title":"Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation","created":"2022-03-29","cited_by_count":25,"area":null},{"id":"2203.16195","title":"On the Road to Online Adaptation for Semantic Image Segmentation","created":"2022-03-30","cited_by_count":23,"area":null},{"id":"2205.07649","title":"Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder","created":"2022-05-16","cited_by_count":19,"area":null},{"id":"2310.13852","title":"Gradual Domain Adaptation: Theory and Algorithms","created":"2023-10-20","cited_by_count":18,"area":null},{"id":"2207.10667","title":"Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions","created":"2022-07-21","cited_by_count":16,"area":null},{"id":"2307.15063","title":"To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation","created":"2023-07-27","cited_by_count":14,"area":null},{"id":"2507.21160","title":"Handling Out-of-Distribution Data: A Survey","created":"2025-07-25","cited_by_count":14,"area":null},{"id":"2502.05378","title":"NextBestPath: Efficient 3D Mapping of Unseen Environments","created":"2025-02-07","cited_by_count":13,"area":null},{"id":"2203.01074","title":"Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation","created":"2022-03-02","cited_by_count":12,"area":null},{"id":"2208.07736","title":"Introducing Intermediate Domains for Effective Self-Training during Test-Time","created":"2022-08-16","cited_by_count":12,"area":null},{"id":"2301.07845","title":"Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment","created":"2023-01-19","cited_by_count":11,"area":null},{"id":"2106.06526","title":"Online Continual Adaptation with Active Self-Training","created":"2021-06-11","cited_by_count":8,"area":null},{"id":"2112.13381","title":"FRuDA: Framework for Distributed Adversarial Domain Adaptation","created":"2021-12-26","cited_by_count":8,"area":null},{"id":"2301.01211","title":"Generative appearance replay for continual unsupervised domain adaptation","created":"2023-01-03","cited_by_count":8,"area":null},{"id":"2211.12256","title":"VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions","created":"2022-11-22","cited_by_count":7,"area":null},{"id":"2407.12492","title":"Temporal Test-Time Adaptation with State-Space Models","created":"2024-07-17","cited_by_count":7,"area":null},{"id":"2503.21780","title":"Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation","created":"2025-03-27","cited_by_count":7,"area":null},{"id":"2302.01287","title":"Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains","created":"2023-02-02","cited_by_count":6,"area":null},{"id":"2310.05348","title":"Continuous Invariance Learning","created":"2023-10-09","cited_by_count":6,"area":null},{"id":"2204.11644","title":"Algorithms and Theory for Supervised Gradual Domain Adaptation","created":"2022-04-25","cited_by_count":4,"area":null},{"id":"2106.03496","title":"Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection","created":"2021-06-07","cited_by_count":3,"area":null},{"id":"2112.14316","title":"FRIDA -- Generative Feature Replay for Incremental Domain Adaptation","created":"2021-12-28","cited_by_count":3,"area":null},{"id":"2207.00003","title":"A Multi-stage Framework with Mean Subspace Computation and Recursive Feedback for Online Unsupervised Domain Adaptation","created":"2022-06-24","cited_by_count":3,"area":null},{"id":"2212.07292","title":"One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers","created":"2022-12-14","cited_by_count":3,"area":null},{"id":"2211.09027","title":"LLEDA -- Lifelong Self-Supervised Domain Adaptation","created":"2022-11-12","cited_by_count":2,"area":null},{"id":"2304.06489","title":"Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey","created":"2023-04-07","cited_by_count":2,"area":null},{"id":"2306.16086","title":"Lifelong Change Detection: Continuous Domain Adaptation for Small Object Change Detection in Every Robot Navigation","created":"2023-06-28","cited_by_count":2,"area":null},{"id":"2107.04461","title":"On the Challenges of Open World Recognitionunder Shifting Visual Domains","created":"2021-07-09","cited_by_count":1,"area":null},{"id":"2109.13420","title":"Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition","created":"2021-09-28","cited_by_count":1,"area":null},{"id":"2110.13064","title":"2nd Place Solution for SODA10M Challenge 2021 -- Continual Detection Track","created":"2021-10-25","cited_by_count":1,"area":null},{"id":"2301.12054","title":"Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning","created":"2023-01-28","cited_by_count":1,"area":null},{"id":"2303.10452","title":"Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation","created":"2023-03-18","cited_by_count":1,"area":null},{"id":"2402.00580","title":"Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay","created":"2024-01-31","cited_by_count":1,"area":null},{"id":"2407.12240","title":"Adaptive Cascading Network for Continual Test-Time Adaptation","created":"2024-07-17","cited_by_count":1,"area":null},{"id":"2410.08256","title":"AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments","created":"2024-10-10","cited_by_count":1,"area":null},{"id":"2103.12294","title":"Gradient Regularized Contrastive Learning for Continual Domain Adaptation","created":"2021-03-23","cited_by_count":0,"area":null},{"id":"2108.09208","title":"Exploring Data Aggregation and Transformations to Generalize across Visual Domains","created":"2021-08-20","cited_by_count":0,"area":null},{"id":"2109.00919","title":"Reiterative Domain Aware Multi-Target Adaptation","created":"2021-08-26","cited_by_count":0,"area":null},{"id":"2203.09257","title":"Contrastive Learning for Cross-Domain Open World Recognition","created":"2022-03-17","cited_by_count":0,"area":null},{"id":"2409.00530","title":"Incremental Open-set Domain Adaptation","created":"2024-08-31","cited_by_count":0,"area":null},{"id":"2603.22621","title":"Transfer learning via interpolating structures","created":"2026-03-23","cited_by_count":0,"area":null}],"next_cursor":null}