Zobrazeno 1 - 10
of 219
pro vyhledávání: '"Wu, Jiantao"'
Recently, masked image modeling (MIM), an important self-supervised learning (SSL) method, has drawn attention for its effectiveness in learning data representation from unlabeled data. Numerous studies underscore the advantages of MIM, highlighting
Externí odkaz:
http://arxiv.org/abs/2404.00509
Recently, self-supervised metric learning has raised attention for the potential to learn a generic distance function. It overcomes the limitations of conventional supervised one, e.g., scalability and label biases. Despite progress in this domain, c
Externí odkaz:
http://arxiv.org/abs/2312.01118
Self-supervised pretraining (SSP) has emerged as a popular technique in machine learning, enabling the extraction of meaningful feature representations without labelled data. In the realm of computer vision, pretrained vision transformers (ViTs) have
Externí odkaz:
http://arxiv.org/abs/2308.11448
Autor:
Wu, Jiantao, Mo, Shentong, Yang, Xiang, Awais, Muhammad, Atito, Sara, Zhang, Xingshen, Wang, Lin
One major challenge of disentanglement learning with variational autoencoders is the trade-off between disentanglement and reconstruction fidelity. Previous studies, which increase the information bottleneck during training, tend to lose the constrai
Externí odkaz:
http://arxiv.org/abs/2303.12959
Publikováno v:
中国工程科学, Vol 26, Iss 3, Pp 86-97 (2024)
Nickel resources are vital for national economic development. As the largest consumer of nickel metal worldwide, China faces a scarcity of nickel metal raw materials which depend highly on imports. Therefore, it is necessary to achieve breakthroughs
Externí odkaz:
https://doaj.org/article/e9516b9b0954428997f8081aa9bf098b
Climate science has become more ambitious in recent years as global awareness about the environment has grown. To better understand climate, historical climate (e.g. archived meteorological variables such as temperature, wind, water, etc.) and climat
Externí odkaz:
http://arxiv.org/abs/2210.16050
In a decentralized household energy system comprised of various devices such as home appliances, electric vehicles, and solar panels, end-users are able to dig deeper into the system's details and further achieve energy sustainability if they are pre
Externí odkaz:
http://arxiv.org/abs/2208.10265
Air pollutants have long been known to cause major health problems across humans and all living organisms. Apart from that, they also play a crucial role in temperature inversion situations in the atmospheric layers thereby seriously impacting the ra
Externí odkaz:
http://arxiv.org/abs/2208.09410
Autor:
Wu, Jiantao, Mo, Shentong
Self-supervised pre-training for images without labels has recently achieved promising performance in image classification. The success of transformer-based methods, ViT and MAE, draws the community's attention to the design of backbone architecture
Externí odkaz:
http://arxiv.org/abs/2205.14338
Publikováno v:
In Fuel 15 September 2024 372