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pro vyhledávání: '"Jha, Divyansh"'
Autor:
Khan, Faizan Farooq, Kim, Diana, Jha, Divyansh, Mohamed, Youssef, Chang, Hanna H, Elgammal, Ahmed, Elliott, Luba, Elhoseiny, Mohamed
Discovering the creative potentials of a random signal to various artistic expressions in aesthetic and conceptual richness is a ground for the recent success of generative machine learning as a way of art creation. To understand the new artistic med
Externí odkaz:
http://arxiv.org/abs/2402.02453
Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation
We propose a novel loss for generative models, dubbed as GRaWD (Generative Random Walk Deviation), to improve learning representations of unexplored visual spaces. Quality learning representation of unseen classes (or styles) is critical to facilitat
Externí odkaz:
http://arxiv.org/abs/2104.09757