The 1st Workshop on Out-of-Label Hazards in Autonomous Driving
Weighted anomaly scoring for vision-based driving hazard prediction and identification-
[pdf]
[bibtex]@InProceedings{Kamod_2025_WACV, author = {Kamod, Nachiket}, title = {Weighted anomaly scoring for vision-based driving hazard prediction and identification}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {638-643} }
SGNetPose+: Stepwise Goal-Driven Networks with Pose Information for Trajectory Prediction in Autonomous Driving-
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[bibtex]@InProceedings{Ghiya_2025_WACV, author = {Ghiya, Akshat and AlShami, Ali and Kalita, Jugal}, title = {SGNetPose+: Stepwise Goal-Driven Networks with Pose Information for Trajectory Prediction in Autonomous Driving}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {677-685} }
Open-World Hazard Detection and Captioning for Autonomous Driving with a Unified Multimodal Pipeline-
[pdf]
[bibtex]@InProceedings{Hatami_2025_WACV, author = {Hatami, Parisa and Shoman, Maged and Sartipi, Mina}, title = {Open-World Hazard Detection and Captioning for Autonomous Driving with a Unified Multimodal Pipeline}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {686-694} }
Interpreting the Unexpected: A Multimodal Framework for Out-of-Label Hazard Detection and Explanation in Autonomous Driving-
[pdf]
[bibtex]@InProceedings{Abbariki_2025_WACV, author = {Abbariki, Mahdi and Shoman, Maged}, title = {Interpreting the Unexpected: A Multimodal Framework for Out-of-Label Hazard Detection and Explanation in Autonomous Driving}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {669-676} }
Model Weights Reflect a Continuous Space of Input Image Domains-
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[supp]
[bibtex]@InProceedings{Cassiman_2025_WACV, author = {Cassiman, Simen and Proesmans, Marc and Tuytelaars, Tinne and Van Gool, Luc}, title = {Model Weights Reflect a Continuous Space of Input Image Domains}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {644-653} }
Robustness to Perturbations in the Frequency Domain: Neural Network Verification and Certified Training-
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[supp]
[bibtex]@InProceedings{Hanspal_2025_WACV, author = {Hanspal, Harleen and De Palma, Alessandro and Lomuscio, Alessio}, title = {Robustness to Perturbations in the Frequency Domain: Neural Network Verification and Certified Training}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {628-637} }
Zero-shot hazard identification in Autonomous Driving: A Case Study on the COOOL Benchmark-
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[arXiv]
[bibtex]@InProceedings{Picek_2025_WACV, author = {Picek, Lukas and Cermak, Vojtech and Hanzl, Marek}, title = {Zero-shot hazard identification in Autonomous Driving: A Case Study on the COOOL Benchmark}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {654-663} }
Addressing Out-of-Label Hazard Detection in Dashcam Videos: Insights from the COOOL Challenge-
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[bibtex]@InProceedings{Duong_2025_WACV, author = {Duong, Anh Kiet and Gomez-Kr\"amer, Petra}, title = {Addressing Out-of-Label Hazard Detection in Dashcam Videos: Insights from the COOOL Challenge}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {664-668} }