{"total":122,"rows":[{"id":"2102.08604","title":"SWAD: Domain Generalization by Seeking Flat Minima","created":"2021-02-17","cited_by_count":434,"area":null},{"id":"2212.01322","title":"MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation","created":"2022-12-02","cited_by_count":178,"area":null},{"id":"2110.11328","title":"A Fine-Grained Analysis on Distribution Shift","created":"2021-10-21","cited_by_count":171,"area":null},{"id":"2202.02466","title":"Handling Distribution Shifts on Graphs: An Invariance Perspective","created":"2022-02-05","cited_by_count":164,"area":null},{"id":"2204.13132","title":"HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation","created":"2022-04-27","cited_by_count":164,"area":null},{"id":"2206.08367","title":"SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation","created":"2022-06-16","cited_by_count":146,"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":"2204.08808","title":"SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation","created":"2022-04-19","cited_by_count":87,"area":null},{"id":"2106.03721","title":"OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization","created":"2021-06-07","cited_by_count":86,"area":null},{"id":"2204.08040","title":"NICO++: Towards Better Benchmarking for Domain Generalization","created":"2022-04-17","cited_by_count":86,"area":null},{"id":"2104.10834","title":"DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation","created":"2021-04-22","cited_by_count":80,"area":null},{"id":"2302.02914","title":"Energy-based Out-of-Distribution Detection for Graph Neural Networks","created":"2023-02-06","cited_by_count":68,"area":null},{"id":"2204.00570","title":"Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation","created":"2022-04-01","cited_by_count":67,"area":null},{"id":"2207.09944","title":"Probable Domain Generalization via Quantile Risk Minimization","created":"2022-07-20","cited_by_count":66,"area":null},{"id":"2401.01454","title":"A Survey on Autonomous Driving Datasets: Statistics, Annotation Quality, and a Future Outlook","created":"2024-01-02","cited_by_count":66,"area":null},{"id":"2212.03241","title":"P{\\O}DA: Prompt-driven Zero-shot Domain Adaptation","created":"2022-12-06","cited_by_count":60,"area":null},{"id":"2204.08817","title":"An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions","created":"2022-04-19","cited_by_count":54,"area":null},{"id":"2107.05446","title":"Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration","created":"2021-07-12","cited_by_count":50,"area":null},{"id":"2108.05137","title":"Zero-Shot Day-Night Domain Adaptation with a Physics Prior","created":"2021-08-11","cited_by_count":47,"area":null},{"id":"2304.14298","title":"Instance Segmentation in the Dark","created":"2023-04-27","cited_by_count":46,"area":null},{"id":"2310.00031","title":"Text-image Alignment for Diffusion-based Perception","created":"2023-09-29","cited_by_count":42,"area":"diffusion"},{"id":"2111.15242","title":"ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation","created":"2021-11-30","cited_by_count":41,"area":null},{"id":"2205.00858","title":"Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation","created":"2022-05-02","cited_by_count":40,"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":"2303.13853","title":"2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection","created":"2023-03-24","cited_by_count":31,"area":null},{"id":"2307.15942","title":"CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation","created":"2023-07-29","cited_by_count":30,"area":null},{"id":"2304.13615","title":"Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation","created":"2023-04-26","cited_by_count":26,"area":null},{"id":"2311.11114","title":"Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization","created":"2023-11-18","cited_by_count":26,"area":null},{"id":"2108.12545","title":"Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation","created":"2021-08-28","cited_by_count":25,"area":null},{"id":"2203.01437","title":"MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks","created":"2022-03-02","cited_by_count":24,"area":null},{"id":"2112.04719","title":"Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision","created":"2021-12-09","cited_by_count":22,"area":null},{"id":"2104.13395","title":"ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception","created":"2021-04-27","cited_by_count":21,"area":null},{"id":"2206.00205","title":"CAFA: Class-Aware Feature Alignment for Test-Time Adaptation","created":"2022-06-01","cited_by_count":21,"area":null},{"id":"2303.04291","title":"Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition","created":"2023-03-07","cited_by_count":20,"area":"diffusion"},{"id":"2203.11160","title":"Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation","created":"2022-03-21","cited_by_count":19,"area":null},{"id":"2206.14534","title":"When Does Group Invariant Learning Survive Spurious Correlations?","created":"2022-06-29","cited_by_count":18,"area":null},{"id":"2207.01331","title":"Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable Filters","created":"2022-07-04","cited_by_count":17,"area":null},{"id":"2312.01220","title":"Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation","created":"2023-12-02","cited_by_count":17,"area":null},{"id":"2310.16979","title":"Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-Refinement","created":"2023-10-25","cited_by_count":16,"area":null},{"id":"2503.17940","title":"FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation","created":"2025-03-23","cited_by_count":16,"area":null},{"id":"2109.06429","title":"Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology","created":"2021-09-14","cited_by_count":15,"area":null},{"id":"2306.02595","title":"Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization","created":"2023-06-05","cited_by_count":14,"area":null},{"id":"2403.17369","title":"CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning","created":"2024-03-26","cited_by_count":13,"area":null},{"id":"2410.06020","title":"QT-DoG: Quantization-aware Training for Domain Generalization","created":"2024-10-08","cited_by_count":13,"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":"2211.04700","title":"Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related Data","created":"2022-11-09","cited_by_count":12,"area":null},{"id":"2303.05194","title":"Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation","created":"2023-03-09","cited_by_count":12,"area":null},{"id":"2307.09362","title":"Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement","created":"2023-07-18","cited_by_count":12,"area":null},{"id":"2309.15751","title":"InfraParis: A multi-modal and multi-task autonomous driving dataset","created":"2023-09-27","cited_by_count":12,"area":null},{"id":"2210.12878","title":"IDD-3D: Indian Driving Dataset for 3D Unstructured Road Scenes","created":"2022-10-23","cited_by_count":11,"area":null},{"id":"2307.08779","title":"Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation","created":"2023-07-17","cited_by_count":10,"area":null},{"id":"2208.14241","title":"Boosting Night-time Scene Parsing with Learnable Frequency","created":"2022-08-30","cited_by_count":9,"area":null},{"id":"2311.18814","title":"Is Underwater Image Enhancement All Object Detectors Need?","created":"2023-11-30","cited_by_count":9,"area":null},{"id":"2502.17912","title":"Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs","created":"2025-02-25","cited_by_count":9,"area":null},{"id":"2111.13733","title":"Failure Modes of Domain Generalization Algorithms","created":"2021-11-26","cited_by_count":8,"area":null},{"id":"2310.04662","title":"HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information","created":"2023-10-07","cited_by_count":8,"area":null},{"id":"2202.01679","title":"Certifying Out-of-Domain Generalization for Blackbox Functions","created":"2022-02-03","cited_by_count":7,"area":null},{"id":"2207.13297","title":"GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data","created":"2022-07-27","cited_by_count":7,"area":null},{"id":"2305.17349","title":"Condition-Invariant Semantic Segmentation","created":"2023-05-27","cited_by_count":7,"area":null},{"id":"2310.10755","title":"IDRNet: Intervention-Driven Relation Network for Semantic Segmentation","created":"2023-10-16","cited_by_count":7,"area":null},{"id":"2410.04740","title":"Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario","created":"2024-10-07","cited_by_count":7,"area":null},{"id":"2206.13034","title":"Monitoring Shortcut Learning using Mutual Information","created":"2022-06-27","cited_by_count":6,"area":null},{"id":"2402.06446","title":"ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation","created":"2024-02-09","cited_by_count":6,"area":null},{"id":"2111.03201","title":"Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models","created":"2021-11-05","cited_by_count":5,"area":null},{"id":"2211.11870","title":"LoopDA: Constructing Self-loops to Adapt Nighttime Semantic Segmentation","created":"2022-11-21","cited_by_count":5,"area":null},{"id":"2301.06269","title":"DarkVision: A Benchmark for Low-light Image/Video Perception","created":"2023-01-16","cited_by_count":5,"area":null},{"id":"2404.01703","title":"Boosting Visual Recognition in Real-world Degradations via Unsupervised Feature Enhancement Module with Deep Channel Prior","created":"2024-04-02","cited_by_count":5,"area":null},{"id":"2602.00993","title":"HERMES: A Holistic End-to-End Risk-Aware Multimodal Embodied System with Vision-Language Models for Long-Tail Autonomous Driving","created":"2026-02-01","cited_by_count":5,"area":"mllm"},{"id":"2308.12320","title":"Understanding Dark Scenes by Contrasting Multi-Modal Observations","created":"2023-08-23","cited_by_count":4,"area":null},{"id":"2406.10531","title":"PIG: Prompt Images Guidance for Night-Time Scene Parsing","created":"2024-06-15","cited_by_count":4,"area":null},{"id":"2510.21332","title":"Weak-to-Strong Generalization under Distribution Shifts","created":"2025-10-24","cited_by_count":4,"area":null},{"id":"2111.10339","title":"Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation","created":"2021-11-19","cited_by_count":3,"area":null},{"id":"2205.13398","title":"Looking for Out-of-Distribution Environments in Multi-center Critical Care Data","created":"2022-05-26","cited_by_count":3,"area":null},{"id":"2205.14112","title":"Improving Road Segmentation in Challenging Domains Using Similar Place Priors","created":"2022-05-27","cited_by_count":3,"area":null},{"id":"2301.06975","title":"Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation","created":"2023-01-17","cited_by_count":3,"area":null},{"id":"2312.16246","title":"Nighttime Person Re-Identification via Collaborative Enhancement Network with Multi-domain Learning","created":"2023-12-25","cited_by_count":3,"area":null},{"id":"2504.11472","title":"High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving","created":"2025-04-11","cited_by_count":3,"area":null},{"id":"2303.02835","title":"Traffic Scene Parsing through the TSP6K Dataset","created":"2023-03-06","cited_by_count":2,"area":null},{"id":"2305.08462","title":"Not All Pixels Are Equal: Learning Pixel Hardness for Semantic Segmentation","created":"2023-05-15","cited_by_count":2,"area":null},{"id":"2310.04747","title":"Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation","created":"2023-10-07","cited_by_count":2,"area":null},{"id":"2401.03253","title":"VLLaVO: Mitigating Visual Gap through LLMs","created":"2024-01-06","cited_by_count":2,"area":"mllm"},{"id":"2407.06016","title":"RHRSegNet: Relighting High-Resolution Night-Time Semantic Segmentation","created":"2024-07-08","cited_by_count":2,"area":null},{"id":"2411.00425","title":"Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image Editing","created":"2024-11-01","cited_by_count":2,"area":"diffusion"},{"id":"2501.04102","title":"Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization","created":"2025-01-07","cited_by_count":2,"area":null},{"id":"2501.05246","title":"Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions","created":"2025-01-09","cited_by_count":2,"area":null},{"id":"2502.07968","title":"Generative Risk Minimization for Out-of-Distribution Generalization on Graphs","created":"2025-02-11","cited_by_count":2,"area":null},{"id":"2506.07378","title":"Moment Alignment: Unifying Gradient and Hessian Matching for Domain Generalization","created":"2025-06-09","cited_by_count":2,"area":null},{"id":"2104.01742","title":"Explainability-aided Domain Generalization for Image Classification","created":"2021-04-05","cited_by_count":1,"area":null},{"id":"2106.16000","title":"Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint","created":"2021-06-30","cited_by_count":1,"area":null},{"id":"2202.13144","title":"DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment","created":"2022-02-26","cited_by_count":1,"area":null},{"id":"2211.11131","title":"Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse Weather","created":"2022-11-21","cited_by_count":1,"area":"driving"},{"id":"2305.16308","title":"Rectifying Group Irregularities in Explanations for Distribution Shift","created":"2023-05-25","cited_by_count":1,"area":null},{"id":"2305.18953","title":"Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions","created":"2023-05-30","cited_by_count":1,"area":null},{"id":"2404.13701","title":"Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation","created":"2024-04-21","cited_by_count":1,"area":null},{"id":"2407.17829","title":"Image Segmentation via Divisive Normalization: dealing with environmental diversity","created":"2024-07-25","cited_by_count":1,"area":null},{"id":"2408.12048","title":"ISETHDR: A Physics-based Synthetic Radiance Dataset for High Dynamic Range Driving Scenes","created":"2024-08-22","cited_by_count":1,"area":null},{"id":"2408.16536","title":"Are Pose Estimators Ready for the Open World? STAGE: A GenAI Toolkit for Auditing 3D Human Pose Estimators","created":"2024-08-28","cited_by_count":1,"area":null},{"id":"2409.02045","title":"AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditions","created":"2024-09-03","cited_by_count":1,"area":null},{"id":"2503.10685","title":"VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation","created":"2025-03-11","cited_by_count":1,"area":null},{"id":"2503.16378","title":"Panoptic-CUDAL: Rural Australia Point Cloud Dataset in Rainy Conditions","created":"2025-03-20","cited_by_count":1,"area":null}],"next_cursor":"100"}