3rd Workshop on Vision Datasets Understanding and DataCV Challenge


Improving Noisy Fine-Grained Datasets using Active Label Cleaning Framework
Avik Pal
[pdf] [supp]
[bibtex]
@InProceedings{Pal_2024_CVPR, author = {Pal, Avik}, title = {Improving Noisy Fine-Grained Datasets using Active Label Cleaning Framework}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7273-7282} }

Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images
Yiran Luo,
Joshua Feinglass,
Tejas Gokhale,
Kuan-Cheng Lee,
Chitta Baral,
Yezhou Yang
[pdf] [arXiv]
[bibtex]
@InProceedings{Luo_2024_CVPR, author = {Luo, Yiran and Feinglass, Joshua and Gokhale, Tejas and Lee, Kuan-Cheng and Baral, Chitta and Yang, Yezhou}, title = {Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7303-7313} }

Optimizing Object Detection via Metric-driven Training Data Selection
Changyuan Zhou,
Yumin Guo,
Qinxue Lv,
Ji Yuan
[pdf]
[bibtex]
@InProceedings{Zhou_2024_CVPR, author = {Zhou, Changyuan and Guo, Yumin and Lv, Qinxue and Yuan, Ji}, title = {Optimizing Object Detection via Metric-driven Training Data Selection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7348-7355} }

A Survey of Video Datasets for Grounded Event Understanding
Kate Sanders,
Benjamin Van Durme
[pdf] [arXiv]
[bibtex]
@InProceedings{Sanders_2024_CVPR, author = {Sanders, Kate and Van Durme, Benjamin}, title = {A Survey of Video Datasets for Grounded Event Understanding}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7314-7327} }

DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM
Xuchen Li,
Xiaokun Feng,
Shiyu Hu,
Meiqi Wu,
Dailing Zhang,
Jing Zhang,
Kaiqi Huang
[pdf]
[bibtex]
@InProceedings{Li_2024_CVPR, author = {Li, Xuchen and Feng, Xiaokun and Hu, Shiyu and Wu, Meiqi and Zhang, Dailing and Zhang, Jing and Huang, Kaiqi}, title = {DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7283-7292} }

Classifier Guided Cluster Density Reduction for Dataset Selection
Cheng Chang,
Keyu Long,
Zijian Li,
Himanshu Rai
[pdf]
[bibtex]
@InProceedings{Chang_2024_CVPR, author = {Chang, Cheng and Long, Keyu and Li, Zijian and Rai, Himanshu}, title = {Classifier Guided Cluster Density Reduction for Dataset Selection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7338-7347} }

DDOS: The Drone Depth and Obstacle Segmentation Dataset
Benedikt Kolbeinsson,
Krystian Mikolajczyk
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kolbeinsson_2024_CVPR, author = {Kolbeinsson, Benedikt and Mikolajczyk, Krystian}, title = {DDOS: The Drone Depth and Obstacle Segmentation Dataset}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7328-7337} }

Collaborative Blind Image Deblurring
Thomas Eboli,
Jean-Michel Morel,
Gabriele Facciolo
[pdf] [arXiv]
[bibtex]
@InProceedings{Eboli_2024_CVPR, author = {Eboli, Thomas and Morel, Jean-Michel and Facciolo, Gabriele}, title = {Collaborative Blind Image Deblurring}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7943-7952} }

OpenStory: A Large-Scale Open-Domain Dataset for Subject-Driven Visual Storytelling
Zilyu Ye,
Jinxiu Liu,
JinJin Cao,
Zhiyang Chen,
Ziwei Xuan,
Mingyuan Zhou,
Qi Liu,
Guo-Jun Qi
[pdf]
[bibtex]
@InProceedings{Ye_2024_CVPR, author = {Ye, Zilyu and Liu, Jinxiu and Cao, JinJin and Chen, Zhiyang and Xuan, Ziwei and Zhou, Mingyuan and Liu, Qi and Qi, Guo-Jun}, title = {OpenStory: A Large-Scale Open-Domain Dataset for Subject-Driven Visual Storytelling}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7953-7962} }

ALINA: Advanced Line Identification and Notation Algorithm
Mohammed Abdul Hafeez Khan,
Parth Ganeriwala,
Siddhartha Bhattacharyya,
Natasha Neogi,
Raja Muthalagu
[pdf] [arXiv]
[bibtex]
@InProceedings{Khan_2024_CVPR, author = {Khan, Mohammed Abdul Hafeez and Ganeriwala, Parth and Bhattacharyya, Siddhartha and Neogi, Natasha and Muthalagu, Raja}, title = {ALINA: Advanced Line Identification and Notation Algorithm}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {7293-7302} }