Search Results for author: Xiaohu Zhao

Found 2 papers, 1 papers with code

Towards a Deep Understanding of Multilingual End-to-End Speech Translation

1 code implementation31 Oct 2023 Haoran Sun, Xiaohu Zhao, Yikun Lei, Shaolin Zhu, Deyi Xiong

In this paper, we employ Singular Value Canonical Correlation Analysis (SVCCA) to analyze representations learnt in a multilingual end-to-end speech translation model trained over 22 languages.

Machine Translation Translation

Cloud Removal in Remote Sensing Using Sequential-Based Diffusion Models

no code implementations Remote Sensing 2023 Xiaohu Zhao, Kebin Jia

In particular, MmDMs is a novel diffusion model that reconstructs the reverse process of denosing diffusion probabilistic models (DDPMs) to integrate additional information from auxiliary modalities (e. g., synthetic aperture radar robust to the corruption of clouds) to help the distribution learning of main modality (i. e., optical satellite imagery).

Cloud Removal Earth Observation

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