Masked autoencoders are effective solution to transformer data-hungry

J Mao, H Zhou, X Yin, YC Xu, BN Rui - arXiv preprint arXiv:2212.05677, 2022 - arxiv.org
Vision Transformers (ViTs) outperforms convolutional neural networks (CNNs) in several vision
tasks with its global modeling capabilities. However, ViT lacks the inductive bias inherent …

PointCMC: cross-modal multi-scale correspondences learning for point cloud understanding

H Zhou, X Peng, Y Luo, Z Wu - Multimedia Systems, 2024 - Springer
Existing cross-modal frameworks have achieved impressive performance in point cloud object
representations learning, where a 2D image encoder is employed to transfer knowledge …

Pain relief effect of breast feeding and music therapy during heel lance for healthy-term neonates in China: A randomized controlled trial

J Zhu, H Hong-Gu, X Zhou, H Wei, Y Gao, B Ye, Z Liu… - Midwifery, 2015 - Elsevier
Objectives to test the effectiveness of breast feeding (BF), music therapy (MT), and combined
breast feeding and music therapy (BF+MT) on pain relief in healthy-term neonates during …

Unleashing the Second Brain: Enhancing Large Language Models through Chain of Thought with Human Feedback

J Yu, M Luo, H Zhou, Z Lan - 2023 16th International …, 2023 - ieeexplore.ieee.org
The expansion of large language models has led to improved performance and efficiency,
with prompt engineering emerging as a key strategy for various LLM tasks. However, while …

Improvements to Self-Supervised Representation Learning for Masked Image Modeling

J Mao, X Yin, Y Chang, H Zhou - arXiv preprint arXiv:2205.10546, 2022 - arxiv.org
This paper explores improvements to the masked image modeling (MIM) paradigm. The MIM
paradigm enables the model to learn the main object features of the image by masking the …

Why are Chinese High-school Girls Anxious About Their Appearances?

Z Yang, H Zhou - 2021 3rd International Conference on …, 2021 - atlantis-press.com
Appearance anxiety has already become a common phenomenon in today’s society. Some
high school girls begin to worry about their appearances and even feel anxious about the …

Rat brains also have a default mode network

H Lu, Q Zou, H Gu, ME Raichle… - Proceedings of the …, 2012 - National Acad Sciences
The default mode network (DMN) in humans has been suggested to support a variety of
cognitive functions and has been implicated in an array of neuropsychological disorders. …

[PDF][PDF] BoostPoint: Boosting Point Cloud Backbones with Image Pre-Training for 3D Understanding

H Zhou, Y Zhang, H Li, X Gu, M Zeng, Z Wu - zizhao.me
Nowadays, pre-training models on large-scale 1 datasets and fine-tuning models on task-specific
datasets have 2 become common paradigms, achieving impressive success in 3 …

A genome-wide association study identifies genetic variants associated with mathematics ability

H Chen, X Gu, Y Zhou, Z Ge, B Wang, WT Siok… - Scientific reports, 2017 - nature.com
Abstract Mathematics ability is a complex cognitive trait with polygenic heritability. Genome-wide
association study (GWAS) has been an effective approach to investigate genetic …

TERA: Screen-to-camera image code with transparency, efficiency, robustness and adaptability

…, D Chen, F Wang, Z Ma, H Liu, W Zhou… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
With the rapid development of digital devices, the issue of how to transmit information among
different devices with multimedia carriers has drawn much attention from the research …