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Erkut Erdem

@erkuterdem.bsky.social

Professor of Computer Science at Hacettepe University, Researcher in Computer Vision, Machine Learning, Artificial Intelligence, TUBA-GEBIP Outstanding Young Scientist Awardee

293 Followers  |  182 Following  |  4 Posts  |  Joined: 23.02.2023
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Posts by Erkut Erdem (@erkuterdem.bsky.social)

A huge thanks to the incredible team behind HyperGAN-CLIP! Abdul Basit Anees, Ahmet Canberk Baykal, Muhammed Burak Kizil, Duygu Ceylan @aykuterdem.bsky.social 🙌 (4/n)

21.11.2024 05:51 — 👍 2    🔁 0    💬 0    📌 0
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🏮Curious to learn more? Catch us at #SIGGRAPHAsia 2024 in Tokyo or check out our paper for all the details.

Project page: cyberiada.github.io/HyperGAN-CLIP
Arxiv: arxiv.org/abs/2411.12832
(3/n)

21.11.2024 05:51 — 👍 2    🔁 1    💬 1    📌 0
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Our approach extends a pre-trained StyleGAN by integrating CLIP space via hypernetworks. This allows us to dynamically adapt it to new domains using reference images or text descriptions.

It’s flexible, efficient, and unlocks new applications for GANs. 🌍✨ (2/n)

21.11.2024 05:51 — 👍 2    🔁 0    💬 1    📌 0
A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation (SIGGRAPH Asia'24)
YouTube video by Erkut Erdem A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation (SIGGRAPH Asia'24)

GANs like StyleGAN generate highly realistic images. But adapting them to new domains or tasks like text-guided editing or reference-guided synthesis with limited data is challenging! 🖼️✨

Our #SIGGRAPHAsia 2024 paper, HyperGAN-CLIP, tackles this: youtu.be/X0VOYFhPWxQ (1/n)

21.11.2024 05:51 — 👍 2    🔁 0    💬 1    📌 2