CVPR 2024 Open Access Repository

ReGenAI: First Workshop on Responsible Generative AI

Latent Directions: A Simple Pathway to Bias Mitigation in Generative AI: Carolina Lopez Olmos,

Alexandros Neophytou,

Sunando Sengupta,

Dim P. Papadopoulos; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Olmos_2024_CVPR, author = {Olmos, Carolina Lopez and Neophytou, Alexandros and Sengupta, Sunando and Papadopoulos, Dim P.}, title = {Latent Directions: A Simple Pathway to Bias Mitigation in Generative AI}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {8333-8337} }
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary: Inês Gomes,

Luís F. Teixeira,

Jan N. Van Rijn,

Carlos Soares,

André Restivo,

Luís Cunha,

Moisés Santos; [pdf] [arXiv]
[bibtex]
@InProceedings{Gomes_2024_CVPR, author = {Gomes, In\^es and Teixeira, Lu{\'\i}s F. and Van Rijn, Jan N. and Soares, Carlos and Restivo, Andr\'e and Cunha, Lu{\'\i}s and Santos, Mois\'es}, title = {Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {8316-8321} }
Model Editing for Distribution Shifts in Uranium Oxide Morphological Analysis: Davis Brown,

Cody Nizinski,

Madelyn Shapiro,

Corey Fallon,

Tianzhixi Yin,

Henry Kvinge,

Jonathan H. Tu; [pdf] [arXiv]
[bibtex]
@InProceedings{Brown_2024_CVPR, author = {Brown, Davis and Nizinski, Cody and Shapiro, Madelyn and Fallon, Corey and Yin, Tianzhixi and Kvinge, Henry and Tu, Jonathan H.}, title = {Model Editing for Distribution Shifts in Uranium Oxide Morphological Analysis}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {8310-8315} }
Do Not Think About Pink Elephant!: Kyomin Hwang,

Suyoung Kim,

Junhoo Lee,

Nojun Kwak; [pdf]
[bibtex]
@InProceedings{Hwang_2024_CVPR, author = {Hwang, Kyomin and Kim, Suyoung and Lee, Junhoo and Kwak, Nojun}, title = {Do Not Think About Pink Elephant!}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {8296-8303} }
LLAVAGUARD: VLM-based Safeguard for Vision Dataset Curation and Safety Assessment: Lukas Helff,

Felix Friedrich,

Manuel Brack,

Patrick Schramowski,

Kristian Kersting; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Helff_2024_CVPR, author = {Helff, Lukas and Friedrich, Felix and Brack, Manuel and Schramowski, Patrick and Kersting, Kristian}, title = {LLAVAGUARD: VLM-based Safeguard for Vision Dataset Curation and Safety Assessment}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {8322-8326} }
F?D: On Understanding the Role of Deep Feature Spaces on Face Generation Evaluation: Krish Kabra,

Guha Balakrishnan; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Kabra_2024_CVPR, author = {Kabra, Krish and Balakrishnan, Guha}, title = {F?D: On Understanding the Role of Deep Feature Spaces on Face Generation Evaluation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {8327-8332} }
My Art My Choice: Adversarial Protection Against Unruly AI: Anthony Rhodes,

Ram Bhagat,

Umur Aybars Ciftci,

Ilke Demir; [pdf] [arXiv]
[bibtex]
@InProceedings{Rhodes_2024_CVPR, author = {Rhodes, Anthony and Bhagat, Ram and Ciftci, Umur Aybars and Demir, Ilke}, title = {My Art My Choice: Adversarial Protection Against Unruly AI}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {8389-8394} }
GELDA: A Generative Language Annotation Framework to Reveal Visual Biases in Image Generators: Krish Kabra,

Kathleen M. Lewis,

Guha Balakrishnan; [pdf]
[bibtex]
@InProceedings{Kabra_2024_CVPR, author = {Kabra, Krish and Lewis, Kathleen M. and Balakrishnan, Guha}, title = {GELDA: A Generative Language Annotation Framework to Reveal Visual Biases in Image Generators}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {8304-8309} }