{"total":68,"rows":[{"id":"2203.13591","title":"Continual Test-Time Domain Adaptation","created":"2022-03-25","cited_by_count":525,"area":null},{"id":"2204.02610","title":"Efficient Test-Time Model Adaptation without Forgetting","created":"2022-04-06","cited_by_count":469,"area":null},{"id":"2302.12400","title":"Towards Stable Test-Time Adaptation in Dynamic Wild World","created":"2023-02-24","cited_by_count":415,"area":null},{"id":"2110.09506","title":"MEMO: Test Time Robustness via Adaptation and Augmentation","created":"2021-10-18","cited_by_count":377,"area":null},{"id":"2202.03958","title":"Uncertainty Modeling for Out-of-Distribution Generalization","created":"2022-02-08","cited_by_count":125,"area":null},{"id":"2211.13081","title":"Robust Mean Teacher for Continual and Gradual Test-Time Adaptation","created":"2022-11-23","cited_by_count":104,"area":null},{"id":"2204.08610","title":"Image Data Augmentation for Deep Learning: A Survey","created":"2022-04-19","cited_by_count":96,"area":null},{"id":"2302.09462","title":"MedViT: A Robust Vision Transformer for Generalized Medical Image Classification","created":"2023-02-19","cited_by_count":89,"area":null},{"id":"2106.01899","title":"Adversarially Adaptive Normalization for Single Domain Generalization","created":"2021-06-01","cited_by_count":85,"area":null},{"id":"2102.12867","title":"FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation","created":"2021-02-25","cited_by_count":76,"area":null},{"id":"2105.07576","title":"Rethinking \"Batch\" in BatchNorm","created":"2021-05-17","cited_by_count":45,"area":null},{"id":"2101.01761","title":"AutoDropout: Learning Dropout Patterns to Regularize Deep Networks","created":"2021-01-05","cited_by_count":35,"area":null},{"id":"2304.05538","title":"ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification","created":"2023-04-11","cited_by_count":33,"area":null},{"id":"2103.06132","title":"MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks","created":"2021-03-10","cited_by_count":32,"area":null},{"id":"2104.09789","title":"Does enhanced shape bias improve neural network robustness to common corruptions?","created":"2021-04-20","cited_by_count":32,"area":null},{"id":"2212.10888","title":"A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability","created":"2022-12-21","cited_by_count":31,"area":null},{"id":"2210.04206","title":"Attention Diversification for Domain Generalization","created":"2022-10-09","cited_by_count":29,"area":null},{"id":"2301.12995","title":"FedFA: Federated Feature Augmentation","created":"2023-01-30","cited_by_count":22,"area":null},{"id":"2106.00925","title":"Contrastive ACE: Domain Generalization Through Alignment of Causal Mechanisms","created":"2021-06-02","cited_by_count":20,"area":null},{"id":"2403.11491","title":"Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting","created":"2024-03-18","cited_by_count":20,"area":null},{"id":"2409.05202","title":"A Survey on Mixup Augmentations and Beyond","created":"2024-09-08","cited_by_count":20,"area":null},{"id":"2306.09363","title":"A Simple Data Augmentation for Feature Distribution Skewed Federated Learning","created":"2023-06-14","cited_by_count":17,"area":null},{"id":"2106.15287","title":"Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation","created":"2021-06-29","cited_by_count":15,"area":null},{"id":"2203.06844","title":"RecursiveMix: Mixed Learning with History","created":"2022-03-14","cited_by_count":15,"area":null},{"id":"2301.11553","title":"Robust Transformer with Locality Inductive Bias and Feature Normalization","created":"2023-01-27","cited_by_count":12,"area":null},{"id":"2103.12171","title":"Adversarial Feature Augmentation and Normalization for Visual Recognition","created":"2021-03-22","cited_by_count":11,"area":null},{"id":"2306.04911","title":"Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization","created":"2023-06-08","cited_by_count":11,"area":null},{"id":"2102.11731","title":"Rethinking Natural Adversarial Examples for Classification Models","created":"2021-02-23","cited_by_count":9,"area":null},{"id":"2112.04120","title":"Feature Statistics Mixing Regularization for Generative Adversarial Networks","created":"2021-12-08","cited_by_count":9,"area":null},{"id":"2206.15015","title":"Exploring Temporally Dynamic Data Augmentation for Video Recognition","created":"2022-06-30","cited_by_count":9,"area":null},{"id":"2307.14611","title":"TextManiA: Enriching Visual Feature by Text-driven Manifold Augmentation","created":"2023-07-27","cited_by_count":9,"area":null},{"id":"2211.00448","title":"Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition","created":"2022-11-01","cited_by_count":8,"area":null},{"id":"2102.03539","title":"Sill-Net: Feature Augmentation with Separated Illumination Representation","created":"2021-02-06","cited_by_count":7,"area":null},{"id":"2303.08698","title":"Bi-directional Distribution Alignment for Transductive Zero-Shot Learning","created":"2023-03-15","cited_by_count":7,"area":null},{"id":"2210.06776","title":"Improving the Reliability for Confidence Estimation","created":"2022-10-13","cited_by_count":6,"area":null},{"id":"2211.15846","title":"LUMix: Improving Mixup by Better Modelling Label Uncertainty","created":"2022-11-29","cited_by_count":6,"area":null},{"id":"2310.16499","title":"Data Optimization in Deep Learning: A Survey","created":"2023-10-25","cited_by_count":6,"area":null},{"id":"2204.12143","title":"Deeper Insights into the Robustness of ViTs towards Common Corruptions","created":"2022-04-26","cited_by_count":5,"area":null},{"id":"2403.06138","title":"BSDA: Bayesian Random Semantic Data Augmentation for Medical Image Classification","created":"2024-03-10","cited_by_count":5,"area":null},{"id":"2204.01662","title":"Evolving Neural Selection with Adaptive Regularization","created":"2022-04-04","cited_by_count":4,"area":null},{"id":"2312.03325","title":"FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space","created":"2023-12-06","cited_by_count":4,"area":null},{"id":"2301.06442","title":"Modeling Uncertain Feature Representation for Domain Generalization","created":"2023-01-16","cited_by_count":3,"area":null},{"id":"2401.13193","title":"Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN","created":"2024-01-24","cited_by_count":3,"area":null},{"id":"2505.22522","title":"PathFL: Multi-Alignment Federated Learning for Pathology Image Segmentation","created":"2025-05-28","cited_by_count":3,"area":null},{"id":"2509.04977","title":"Adapt in the Wild: Test-Time Entropy Minimization with Sharpness and Feature Regularization","created":"2025-09-05","cited_by_count":3,"area":null},{"id":"2103.17142","title":"Compressing 1D Time-Channel Separable Convolutions using Sparse Random Ternary Matrices","created":"2021-03-31","cited_by_count":2,"area":null},{"id":"2106.13804","title":"SITTA: Single Image Texture Translation for Data Augmentation","created":"2021-06-25","cited_by_count":2,"area":null},{"id":"2310.15371","title":"Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation","created":"2023-10-23","cited_by_count":2,"area":null},{"id":"2409.09424","title":"NBBOX: Noisy Bounding Box Improves Remote Sensing Object Detection","created":"2024-09-14","cited_by_count":2,"area":null},{"id":"2506.08906","title":"Hyperbolic Dual Feature Augmentation for Open-Environment","created":"2025-06-10","cited_by_count":2,"area":null},{"id":"2108.02566","title":"Missingness Augmentation: A General Approach for Improving Generative Imputation Models","created":"2021-07-31","cited_by_count":1,"area":null},{"id":"2405.02830","title":"You Only Need Half: Boosting Data Augmentation by Using Partial Content","created":"2024-05-05","cited_by_count":1,"area":null},{"id":"2109.13192","title":"Consistency Training of Multi-exit Architectures for Sensor Data","created":"2021-09-27","cited_by_count":0,"area":null},{"id":"2211.07859","title":"Local Magnification for Data and Feature Augmentation","created":"2022-11-15","cited_by_count":0,"area":null},{"id":"2212.04875","title":"Expeditious Saliency-guided Mix-up through Random Gradient Thresholding","created":"2022-12-09","cited_by_count":0,"area":null},{"id":"2311.16508","title":"RandMSAugment: A Mixed-Sample Augmentation for Limited-Data Scenarios","created":"2023-11-25","cited_by_count":0,"area":null},{"id":"2401.04144","title":"Robust Calibration For Improved Weather Prediction Under Distributional Shift","created":"2024-01-08","cited_by_count":0,"area":null},{"id":"2404.09515","title":"Revealing the structure-property relationships of copper alloys with FAGC","created":"2024-04-15","cited_by_count":0,"area":null},{"id":"2409.00603","title":"Uncertainty-oriented Order Learning for Facial Beauty Prediction","created":"2024-09-01","cited_by_count":0,"area":null},{"id":"2409.11389","title":"Normalization in Proportional Feature Spaces","created":"2024-09-17","cited_by_count":0,"area":null},{"id":"2501.18619","title":"FAAGC: Feature Augmentation on Adaptive Geodesic Curve Based on the shape space theory","created":"2025-01-25","cited_by_count":0,"area":null},{"id":"2504.00543","title":"Generalization-aware Remote Sensing Change Detection via Domain-agnostic Learning","created":"2025-04-01","cited_by_count":0,"area":null},{"id":"2507.21353","title":"Group Relative Augmentation for Data Efficient Action Detection","created":"2025-07-28","cited_by_count":0,"area":null},{"id":"2508.02981","title":"MoExDA: Domain Adaptation for Edge-based Action Recognition","created":"2025-08-05","cited_by_count":0,"area":null},{"id":"2510.17855","title":"CMIS-Net: A Cascaded Multi-Scale Individual Standardization Network for Backchannel Agreement Estimation","created":"2025-10-15","cited_by_count":0,"area":null},{"id":"2604.17542","title":"Dual Strategies for Test-Time Adaptation","created":"2026-04-19","cited_by_count":0,"area":null},{"id":"2606.22307","title":"Enhancing Protein Representation Learning via Manifold Restore Mixing","created":"2026-06-21","cited_by_count":0,"area":null},{"id":"2607.23883","title":"Long-Tailed Medical Image Classification","created":"2026-07-26","cited_by_count":0,"area":null}],"next_cursor":null}