Workshop
Third Workshop on Ethical Considerations in Creative Applications of Computer Vision - EC3V
Rida Qadri · Mohammad Havaei · Emily Denton · Ziad Al-Halah · Fernando Diaz · Negar Rostamzadeh · Sarah Laszlo · Shalaleh Rismani · Atieh Taheri · Pamela Peter-Agbia · Eva Kozanecka
West 103 - 104
Keywords: CV for social good
Computer vision technologies like generative image models are rapidly being integrated into creative domains to, for example, aid in artistic content retrieval and curation, generate synthetic media, or enable new forms of artistic methods and creations. However, creative AI technologies bring with them a host of ethical concerns, ranging from representational harms associated culturally sensitive matter to impact on artistic practices and copyright and ownership concerns. In particular, it is unclear what kinds of performance failures and biases these models bring when deployed in cross-cultural and non-western settings.
We encourage retrospective discussions, position papers examining the cross-cultural and social impacts of creative applications of computer vision, ethical considerations in this domain including but not limited to artwork attributions, inequity in cultural performance, cultural appropriation, environmental impacts of generative arts, biases embedded in generative arts, dynamics of art marketplaces/platforms, and policy perspectives on creative AI.
Our aim is to create a platform for interdisciplinary discussions on these issues among computer vision researchers, socio-technical researchers, policy makers, social scientists, artists, and other cultural stakeholders. This year our Generative Art Demo will invite artists to use computer vision technologies to create art pieces that center questions and topics of cultural significance and create space for collective reflections on the role of AI art especially within non-western communities.
Schedule
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Sun 8:00 a.m. - 8:10 a.m.
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Opening
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Opening Remarks
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Sun 8:10 a.m. - 9:10 a.m.
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Keynote Panel
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Discussion Panel
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An interdisciplinary panel that looks at questions of cultural inclusion, cultural representation and cultural impact with regards to generative image technologies. ML experts, AI artists and critical media scholars will discuss whether current generative models can (or should) become more inclusive of global populations and how researchers and practitioners should think about the cultural impact of these technologies. |
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Sun 9:20 a.m. - 10:05 a.m.
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Paper Spotlight Talks
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Hybrid Presentation
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Sun 10:05 a.m. - 10:20 a.m.
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Break
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Break
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Sun 10:20 a.m. - 11:20 a.m.
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Generative Art Demo
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Discussion Panel
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This session places images generated with AI technologies in conversation with histories of Afro-futuristic storytelling, reflecting on traditions of computer art and digital art within the African context. Dilman Dila, a Ugandan filmmaker, and Tong Wu, a creative technologist, show us how they use generative image technologies for creating culturally-situated characters for Dilman’s forthcoming film. This demo will be followed by a conversation between artists and art curators to discuss the possibilities and limitations of technology to be used for democratizing art, and telling progressive stories rooted in Afro-futuristic traditions. |
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Sun 11:20 a.m. - 11:30 a.m.
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Best Paper Award Announcement
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Remarks
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Sun 11:30 a.m. - 12:00 p.m.
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Poster Session
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Hybrid Presentation
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Safety and Fairness for Content Moderation in Generative Models zoom link: https://us06web.zoom.us/j/87632258387?pwd=cGdGVDBtWFVNMUgvRXQ5QUJlUzh6Zz09 Interactive Fashion Content Generation Using LLMs and Latent Diffusion Models zoom link: https://us06web.zoom.us/j/83801364498?pwd=WmVqMTRKY1prWjBMTHREOHppUWh0Zz09 Generative AI: Challenges and Opportunities in the Context of India zoom link: https://us06web.zoom.us/j/87200571816?pwd=S1ZhazhEejJ6SXgzMS95YXg0SjBzQT09 Towards More Realistic Membership Inference Attacks on Large Diffusion Models zoom link: https://us06web.zoom.us/j/85081746581?pwd=RmY0eXNpWkNFOERMdUJSV0xxT0NWZz09 Towards AI Art Curation: Re-imagining the city of Helsinki in occasion of its Biennial zoom link: https://us06web.zoom.us/j/84981942498?pwd=ZzJ3Nm1vYlo1Ukl1MTJ0eFlpYnkzQT09 Inspecting the Geographical Representativeness of Images from Text-to-Image Models zoom link: https://us06web.zoom.us/j/86335901199?pwd=ZjNlRE9jaVhiWFFmMTBabWJBc3dEUT09 VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments zoom link: https://us06web.zoom.us/j/82217999854?pwd=ZEJpU0F4SE0rVGZzM0RxaENrMFlpUT09 Digital Overconsumption and Waste: A Closer Look at the Impacts of Generative AI zoom link: https://us06web.zoom.us/j/83818171093?pwd=ajFGNjVTVTRJTk9NK2JTd1RFNjVUQT09 |
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