no code implementations • 22 May 2024 • Ye Yuan, Youyuan Zhang, Can Chen, Haolun Wu, Zixuan Li, Jianmo Li, James J. Clark, Xue Liu
Offline model-based optimization (MBO) aims to maximize a black-box objective function using only an offline dataset of designs and scores.
no code implementations • 10 Mar 2024 • Youyuan Zhang, Xuan Ju, James J. Clark
By leveraging the self-consistency property of CMs, we eliminate the need for time-consuming inversion or additional condition extraction, reducing editing time.
no code implementations • 2 Nov 2023 • Youyuan Zhang, Sashank Gondala, Thiago Fraga-Silva, Christophe Van Gysel
On-device Virtual Assistants (VAs) powered by Automatic Speech Recognition (ASR) require effective knowledge integration for the challenging entity-rich query recognition.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 16 Oct 2023 • Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, MingBin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang
Recent advances in deep learning and automatic speech recognition have improved the accuracy of end-to-end speech recognition systems, but recognition of personal content such as contact names remains a challenge.
1 code implementation • 6 Feb 2023 • Youyuan Zhang
Recent neural-based approaches mainly encode the problem text using a language model and decode a mathematical expression over quantities and operators iteratively.
no code implementations • 8 Aug 2022 • Youyuan Zhang, Jiuniu Wang, Hao Wu, Wenjia Xu
Image captioning models are usually trained according to human annotated ground-truth captions, which could generate accurate but generic captions.