Search Results for author: Zhong Wang

Found 7 papers, 4 papers with code

MambaPupil: Bidirectional Selective Recurrent model for Event-based Eye tracking

no code implementations18 Apr 2024 Zhong Wang, Zengyu Wan, Han Han, Bohao Liao, Yuliang Wu, Wei Zhai, Yang Cao, Zheng-Jun Zha

Event-based eye tracking has shown great promise with the high temporal resolution and low redundancy provided by the event camera.

Data Augmentation

DNABERT-S: Learning Species-Aware DNA Embedding with Genome Foundation Models

1 code implementation13 Feb 2024 Zhihan Zhou, Weimin Wu, Harrison Ho, Jiayi Wang, Lizhen Shi, Ramana V Davuluri, Zhong Wang, Han Liu

To encourage effective embeddings to error-prone long-read DNA sequences, we introduce Manifold Instance Mixup (MI-Mix), a contrastive objective that mixes the hidden representations of DNA sequences at randomly selected layers and trains the model to recognize and differentiate these mixed proportions at the output layer.

Contrastive Learning

CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock Market

1 code implementation8 Sep 2023 JinYuan Wang, Hai Zhao, Zhong Wang, Zeyang Zhu, Jinhao Xie, Yong Yu, Yongjian Fei, Yue Huang, Dawei Cheng

In recent years, great advances in pre-trained language models (PLMs) have sparked considerable research focus and achieved promising performance on the approach of dense passage retrieval, which aims at retrieving relative passages from massive corpus with given questions.

Passage Retrieval Retrieval

Prototype matching: children's preference for forming scientific concepts

no code implementations3 Dec 2022 Zhong Wang, Yi Zhang, Yi Jiang

Children have an obvious preference for "prototype matching" in scientific concept learning, which is not only obviously deviated from the current general understanding of science education that emphasizes discovery/inquiry construction, but also points out that there may be a priority relationship among various ways of concept organization (such as definition theory, prototype theory, schema theory, etc.).

Video Smoke Detection Based on Deep Saliency Network

no code implementations8 Sep 2018 Gao Xu, Yongming Zhang, Qixing Zhang, Gaohua Lin, Zhong Wang, Yang Jia, Jinjun Wang

The deep feature map is combined with the saliency map to predict the existence of smoke in an image.

Fire Detection Saliency Detection

Rgtsvm: Support Vector Machines on a GPU in R

1 code implementation17 Jun 2017 Zhong Wang, Tinyi Chu, Lauren A Choate, Charles G Danko

Rgtsvm provides a fast and flexible support vector machine (SVM) implementation for the R language.

General Classification regression

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