OpenCodePapers

robust-object-detection-on-cityscapes-1

Object DetectionRobust Object Detection
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PaperCodemPC [AP]ModelNameReleaseDate
Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability✓ Link27.4FGT (SD-1.5 Backbone)2025-06-26
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection✓ Link24.1GDD (SD-1.5 Backbone)2025-03-03
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection✓ Link22.6PhysAug2024-12-16
Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability✓ Link22.1FGT (R101, Faster RCNN)2025-06-26
Object-Aware Domain Generalization for Object Detection✓ Link21.8OA-DG2023-12-19
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection✓ Link21.3GDD (R101, Faster RCNN)2025-03-03
Object-Aware Domain Generalization for Object Detection✓ Link20.8OA-Mix2023-12-19
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty✓ Link18.1AugMix2019-12-05
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming✓ Link17.2Stylized Training Data2019-07-17
YOLOv3: An Incremental Improvement✓ Link16.9Photometric distortion2018-04-08
Learning Data Augmentation Strategies for Object Detection✓ Link15.8AutoAug-det2019-06-26
Random Erasing Data Augmentation✓ Link15.7Cutout2017-08-16
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks✓ Link15.4Baseline2015-06-04
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