Search Results for author: Yin Zhu

Found 8 papers, 4 papers with code

A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL

3 code implementations13 Nov 2024 Yingqi Gao, Yifu Liu, Xiaoxia Li, Xiaorong Shi, Yin Zhu, Yiming Wang, Shiqi Li, Wei Li, Yuntao Hong, Zhiling Luo, Jinyang Gao, Liyu Mou, Yu Li

On the other hand, we implement the ICL approach with an example selection method based on named entity recognition to prevent overemphasis on entities.

Diversity In-Context Learning +3

MA^2: A Self-Supervised and Motion Augmenting Autoencoder for Gait-Based Automatic Disease Detection

no code implementations5 Nov 2024 Yiqun Liu, Ke Zhang, Yin Zhu

Extensive experiments demonstrate MA2 has SOTA performance of 90. 91% accuracy on 1% limited pathological GRF samples with labels, and good generalization ability of 78. 57% accuracy on scalable Parkinson disease dataset.

Decoder Medical Diagnosis

Flexible Music-Conditioned Dance Generation with Style Description Prompts

no code implementations12 Jun 2024 Hongsong Wang, Yin Zhu, Xin Geng

In this work, we introduce Flexible Dance Generation with Style Description Prompts (DGSDP), a diffusion-based framework suitable for diversified tasks of dance generation by fully leveraging the semantics of music style.

FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning

2 code implementations20 Feb 2024 Xiao Li, Bolin Zhu, Sichen Liu, Yin Zhu, Yiwei Liu, Gong Cheng

The application of formulas is a fundamental ability of humans when addressing numerical reasoning problems.

Data Augmentation High School Physics +2

DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data

1 code implementation23 Nov 2022 Xiao Li, Yin Zhu, Sichen Liu, Jiangzhou Ju, Yuzhong Qu, Gong Cheng

Numerical reasoning over hybrid data containing tables and long texts has recently received research attention from the AI community.

Math Retrieval

Binaural Rendering of Ambisonic Signals by Neural Networks

no code implementations4 Nov 2022 Yin Zhu, Qiuqiang Kong, Junjie Shi, Shilei Liu, Xuzhou Ye, Ju-Chiang Wang, Junping Zhang

Binaural rendering of ambisonic signals is of broad interest to virtual reality and immersive media.

Cannot find the paper you are looking for? You can Submit a new open access paper.