Search Results for author: Mingzhe Yang

Found 4 papers, 1 papers with code

SwipeGANSpace: Swipe-to-Compare Image Generation via Efficient Latent Space Exploration

no code implementations30 Apr 2024 Yuto Nakashima, Mingzhe Yang, Yukino Baba

Generating preferred images using generative adversarial networks (GANs) is challenging owing to the high-dimensional nature of latent space.

Image Generation

Finding emergence in data by maximizing effective information

no code implementations19 Aug 2023 Mingzhe Yang, Zhipeng Wang, Kaiwei Liu, Yingqi Rong, Bing Yuan, Jiang Zhang

Quantifying emergence and modeling emergent dynamics in a data-driven manner for complex dynamical systems is challenging due to the lack of direct observations at the micro-level.

Iterative Machine Teaching without Teachers

1 code implementation27 Jun 2020 Mingzhe Yang, Yukino Baba

In this study, we apply these to iterative machine teaching for estimating the true labels of teaching examples along with student models that are used for teaching.

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