Search Results for author: Yuanfang Zhang

Found 4 papers, 1 papers with code

ESP-Zero: Unsupervised enhancement of zero-shot classification for Extremely Sparse Point cloud

no code implementations30 Apr 2024 Jiayi Han, Zidi Cao, Weibo Zheng, Xiangguo Zhou, Xiangjian He, Yuanfang Zhang, Daisen Wei

To the point cloud encoders to fit the extremely sparse point clouds without re-running the pre-training procedure which could be time-consuming and expensive, in this work, we propose an unsupervised model adaptation approach to enhance the point cloud encoder for the extremely sparse point clouds.

Zero-Shot Learning

Speech Emotion Recognition Via CNN-Transformer and Multidimensional Attention Mechanism

1 code implementation7 Mar 2024 Xiaoyu Tang, Yixin Lin, Ting Dang, Yuanfang Zhang, Jintao Cheng

In this paper, to model local and global information at different levels of granularity in speech and capture temporal, spatial and channel dependencies in speech signals, we propose a Speech Emotion Recognition network based on CNN-Transformer and multi-dimensional attention mechanisms.

Speech Emotion Recognition

V2VSSC: A 3D Semantic Scene Completion Benchmark for Perception with Vehicle to Vehicle Communication

no code implementations7 Feb 2024 Yuanfang Zhang, Junxuan Li, Kaiqing Luo, Yiying Yang, Jiayi Han, Nian Liu, Denghui Qin, Peng Han, Chengpei Xu

Extensive experiments demonstrate that by leveraging V2V communication, the SSC performance can be increased by 8. 3% on geometric metric IoU and 6. 0% mIOU.

3D Semantic Scene Completion Autonomous Vehicles

Explore the difficulty of words and its influential attributes based on the Wordle game

no code implementations3 May 2023 Beibei Liu, Yuanfang Zhang, Shiyu Zhang

Afterwards, we take advantage of lasso regression to predict the deviation of guessing times expectation and quadratic programming to obtain the correction of the original distribution. To predict the difficulty levels, we first use hierarchical clustering to classify the difficulty levels based on the expectation of guessing times.

regression

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