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} }

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} }

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} }

ALINA: Advanced Line Identification and Notation Algorithm

Mohammed Abdul Hafeez Khan,

Parth Ganeriwala,

Siddhartha Bhattacharyya,

Natasha Neogi,

Raja Muthalagu

[pdf]

[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} }

A Survey of Video Datasets for Grounded Event Understanding

Kate Sanders,

Benjamin Van Durme

[pdf]

[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} }

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} }

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} }