Search Results for author: Yida Chen

Found 4 papers, 1 papers with code

More than Correlation: Do Large Language Models Learn Causal Representations of Space?

no code implementations26 Dec 2023 Yida Chen, Yixian Gan, Sijia Li, Li Yao, Xiaohan Zhao

Recent work found high mutual information between the learned representations of large language models (LLMs) and the geospatial property of its input, hinting an emergent internal model of space.

Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model

1 code implementation9 Jun 2023 Yida Chen, Fernanda Viégas, Martin Wattenberg

Latent diffusion models (LDMs) exhibit an impressive ability to produce realistic images, yet the inner workings of these models remain mysterious.

Denoising Image Generation

AttentionViz: A Global View of Transformer Attention

no code implementations4 May 2023 Catherine Yeh, Yida Chen, Aoyu Wu, Cynthia Chen, Fernanda Viégas, Martin Wattenberg

Transformer models are revolutionizing machine learning, but their inner workings remain mysterious.

Robust Total Least Mean M-Estimate normalized subband filter Adaptive Algorithm for impulse noises and noisy inputs

no code implementations7 Nov 2022 Haiquan Zhao, Zian Cao, Yida Chen

In addition, this paper also conducts a detailed theoretical performance analysis of the TLMM-NSAF algorithm and obtains the stable step size range and theoretical steady-state mean squared deviation (MSD) of the algorithm.

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