Zobrazeno 1 - 10
of 242
pro vyhledávání: '"Yu, HaiChao"'
The quality of pre-training data plays a critical role in the performance of foundation models. Popular foundation models often design their own recipe for data filtering, which makes it hard to analyze and compare different data filtering approaches
Externí odkaz:
http://arxiv.org/abs/2309.15954
Transformer-based detection and segmentation methods use a list of learned detection queries to retrieve information from the transformer network and learn to predict the location and category of one specific object from each query. We empirically fi
Externí odkaz:
http://arxiv.org/abs/2307.12239
Vision-language models such as CLIP learn a generic text-image embedding from large-scale training data. A vision-language model can be adapted to a new classification task through few-shot prompt tuning. We find that such a prompt tuning process is
Externí odkaz:
http://arxiv.org/abs/2307.11978
Recent focus in video captioning has been on designing architectures that can consume both video and text modalities, and using large-scale video datasets with text transcripts for pre-training, such as HowTo100M. Though these approaches have achieve
Externí odkaz:
http://arxiv.org/abs/2306.12559
Early-exiting dynamic neural networks (EDNN), as one type of dynamic neural networks, has been widely studied recently. A typical EDNN has multiple prediction heads at different layers of the network backbone. During inference, the model will exit at
Externí odkaz:
http://arxiv.org/abs/2211.16726
Autor:
Yu, Haichao, Yang, Tianyi, Li, Sien, Kang, Shaozhong, Du, Taisheng, Wang, Yuexin, Chen, Haochong, Guo, Hui
Publikováno v:
In Agricultural and Forest Meteorology 15 October 2024 357
Publikováno v:
In Optics and Laser Technology October 2024 177
Publikováno v:
In Optics and Laser Technology September 2024 176
Dropout has been commonly used to quantify prediction uncertainty, i.e, the variations of model predictions on a given input example. However, using dropout in practice can be expensive as it requires running dropout inferences many times. In this pa
Externí odkaz:
http://arxiv.org/abs/2110.06435
In the manuscript, the composite galaxy SDSS J103911-000057 (=SDSS J1039) is reported as a better candidate of true Type-2 AGN without hidden BLRs. None broad but only narrow emission lines detected in SDSS J1039 can be well confirmed both by the F-t
Externí odkaz:
http://arxiv.org/abs/2109.02189