{"total":63,"rows":[{"id":"2102.08604","title":"SWAD: Domain Generalization by Seeking Flat Minima","created":"2021-02-17","cited_by_count":434,"area":null},{"id":"2203.10789","title":"Domain Generalization by Mutual-Information Regularization with Pre-trained Models","created":"2022-03-21","cited_by_count":133,"area":null},{"id":"2202.03958","title":"Uncertainty Modeling for Out-of-Distribution Generalization","created":"2022-02-08","cited_by_count":125,"area":null},{"id":"2203.05340","title":"Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing","created":"2022-03-10","cited_by_count":73,"area":null},{"id":"2303.10902","title":"Feature Alignment and Uniformity for Test Time Adaptation","created":"2023-03-20","cited_by_count":42,"area":null},{"id":"2206.01161","title":"Optimizing Relevance Maps of Vision Transformers Improves Robustness","created":"2022-06-02","cited_by_count":41,"area":null},{"id":"2310.08255","title":"Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification","created":"2023-10-12","cited_by_count":41,"area":"mllm"},{"id":"2212.00979","title":"PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization","created":"2022-12-02","cited_by_count":39,"area":null},{"id":"2106.03171","title":"Feature-based Style Randomization for Domain Generalization","created":"2021-06-06","cited_by_count":34,"area":null},{"id":"2307.11108","title":"Flatness-Aware Minimization for Domain Generalization","created":"2023-07-20","cited_by_count":27,"area":null},{"id":"2203.03238","title":"Semantic Segmentation in Art Paintings","created":"2022-03-07","cited_by_count":23,"area":null},{"id":"2212.09068","title":"Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization","created":"2022-12-18","cited_by_count":22,"area":null},{"id":"2312.10741","title":"StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis","created":"2023-12-17","cited_by_count":21,"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":"2210.07571","title":"Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization","created":"2022-10-14","cited_by_count":20,"area":null},{"id":"2301.12643","title":"Adversarial Style Augmentation for Domain Generalization","created":"2023-01-30","cited_by_count":16,"area":null},{"id":"2303.07123","title":"Modality-Agnostic Debiasing for Single Domain Generalization","created":"2023-03-13","cited_by_count":14,"area":null},{"id":"2209.01121","title":"Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization","created":"2022-09-02","cited_by_count":12,"area":null},{"id":"2105.03906","title":"TextAdaIN: Paying Attention to Shortcut Learning in Text Recognizers","created":"2021-05-09","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":"2502.10691","title":"Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning","created":"2025-02-15","cited_by_count":11,"area":null},{"id":"2212.09950","title":"Domain Generalization with Correlated Style Uncertainty","created":"2022-12-20","cited_by_count":10,"area":null},{"id":"2307.12502","title":"Cross Contrasting Feature Perturbation for Domain Generalization","created":"2023-07-24","cited_by_count":9,"area":null},{"id":"2207.03132","title":"Style Interleaved Learning for Generalizable Person Re-identification","created":"2022-07-07","cited_by_count":8,"area":null},{"id":"2211.04393","title":"Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts","created":"2022-11-08","cited_by_count":8,"area":null},{"id":"2302.12047","title":"Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach","created":"2023-02-23","cited_by_count":8,"area":null},{"id":"2304.02720","title":"Domain Generalization with Adversarial Intensity Attack for Medical Image Segmentation","created":"2023-04-05","cited_by_count":8,"area":null},{"id":"2401.17916","title":"Source-free Domain Adaptive Object Detection in Remote Sensing Images","created":"2024-01-31","cited_by_count":8,"area":null},{"id":"2402.06150","title":"Domain Generalization with Small Data","created":"2024-02-09","cited_by_count":6,"area":null},{"id":"2304.01029","title":"Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation","created":"2023-04-03","cited_by_count":5,"area":"distill"},{"id":"2209.08253","title":"Mitigating Both Covariate and Conditional Shift for Domain Generalization","created":"2022-09-17","cited_by_count":4,"area":null},{"id":"2309.04063","title":"INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain Generalization","created":"2023-09-08","cited_by_count":4,"area":null},{"id":"2403.08142","title":"FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics","created":"2024-03-13","cited_by_count":4,"area":null},{"id":"2501.01109","title":"BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization","created":"2025-01-02","cited_by_count":4,"area":null},{"id":"2606.21736","title":"Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization","created":"2026-06-19","cited_by_count":4,"area":"diffusion"},{"id":"2212.00920","title":"Geometry-Aware Network for Domain Adaptive Semantic Segmentation","created":"2022-12-02","cited_by_count":3,"area":null},{"id":"2301.06442","title":"Modeling Uncertain Feature Representation for Domain Generalization","created":"2023-01-16","cited_by_count":3,"area":null},{"id":"2304.01959","title":"Randomized Adversarial Style Perturbations for Domain Generalization","created":"2023-04-04","cited_by_count":3,"area":null},{"id":"2308.00918","title":"A Novel Cross-Perturbation for Single Domain Generalization","created":"2023-08-02","cited_by_count":3,"area":null},{"id":"2409.18205","title":"Bridging OOD Detection and Generalization: A Graph-Theoretic View","created":"2024-09-26","cited_by_count":3,"area":null},{"id":"2110.07920","title":"Content Preserving Image Translation with Texture Co-occurrence and Spatial Self-Similarity for Texture Debiasing and Domain Adaptation","created":"2021-10-15","cited_by_count":2,"area":null},{"id":"2112.03676","title":"PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization","created":"2021-12-07","cited_by_count":2,"area":null},{"id":"2203.01682","title":"Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains","created":"2022-03-03","cited_by_count":2,"area":null},{"id":"2302.13991","title":"Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays","created":"2023-02-27","cited_by_count":2,"area":null},{"id":"2411.16788","title":"TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction","created":"2024-11-25","cited_by_count":2,"area":null},{"id":"2210.04155","title":"Constrained Maximum Cross-Domain Likelihood for Domain Generalization","created":"2022-10-09","cited_by_count":1,"area":null},{"id":"2211.13190","title":"BiasBed -- Rigorous Texture Bias Evaluation","created":"2022-11-23","cited_by_count":1,"area":null},{"id":"2302.00980","title":"Domain Generalization Emerges from Dreaming","created":"2023-02-02","cited_by_count":1,"area":null},{"id":"2412.07226","title":"Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization","created":"2024-12-10","cited_by_count":1,"area":null},{"id":"2509.05975","title":"ConstStyle: Robust Domain Generalization with Unified Style Transformation","created":"2025-09-07","cited_by_count":1,"area":null},{"id":"2602.13859","title":"Low-Pass Filtering Improves Behavioral Alignment of Vision Models","created":"2026-02-14","cited_by_count":1,"area":null},{"id":"2210.01807","title":"TripleE: Easy Domain Generalization via Episodic Replay","created":"2022-10-04","cited_by_count":0,"area":null},{"id":"2303.16866","title":"ALUM: Adversarial Data Uncertainty Modeling from Latent Model Uncertainty Compensation","created":"2023-03-29","cited_by_count":0,"area":null},{"id":"2304.02848","title":"Patch-aware Batch Normalization for Improving Cross-domain Robustness","created":"2023-04-06","cited_by_count":0,"area":null},{"id":"2306.10809","title":"Shape Guided Gradient Voting for Domain Generalization","created":"2023-06-19","cited_by_count":0,"area":null},{"id":"2307.12622","title":"Phase Matching for Out-of-Distribution Generalization","created":"2023-07-24","cited_by_count":0,"area":null},{"id":"2408.03608","title":"Mixstyle-Entropy: Domain Generalization with Causal Intervention and Perturbation","created":"2024-08-07","cited_by_count":0,"area":null},{"id":"2410.00900","title":"OSSA: Unsupervised One-Shot Style Adaptation","created":"2024-10-01","cited_by_count":0,"area":null},{"id":"2503.16975","title":"EasyRobust: A Comprehensive and Easy-to-use Toolkit for Robust and Generalized Vision","created":"2025-03-21","cited_by_count":0,"area":null},{"id":"2510.16704","title":"Connecting Domains and Contrasting Samples: A Ladder for Domain Generalization","created":"2025-10-19","cited_by_count":0,"area":null},{"id":"2604.26363","title":"CO-EVO: Co-evolving Semantic Anchoring and Style Diversification for Federated DG-ReID","created":"2026-04-29","cited_by_count":0,"area":null},{"id":"2609.04837","title":"PAPT++: Risk-Aware Adversarial Tuning and Generation for Single Domain Generalization","created":"2026-09-04","cited_by_count":0,"area":"diffusion"},{"id":"2610.00030","title":"Domain generalization and synthetic data in object detection: the enabler, the probe, and the gap","created":"2026-09-02","cited_by_count":0,"area":null}],"next_cursor":null}