Zobrazeno 1 - 10
of 909
pro vyhledávání: '"Zhang Letian"'
Recent advancements in Deep Neural Networks (DNNs) have catalyzed the development of numerous intelligent mobile applications and services. However, they also introduce significant computational challenges for resource-constrained mobile devices. To
Externí odkaz:
http://arxiv.org/abs/2410.01857
The advancement of large language models (LLMs) has significantly broadened the scope of applications in natural language processing, with multi-modal LLMs extending these capabilities to integrate and interpret visual data. However, existing benchma
Externí odkaz:
http://arxiv.org/abs/2406.12742
Autor:
Ma, Wufei, Zeng, Guanning, Zhang, Guofeng, Liu, Qihao, Zhang, Letian, Kortylewski, Adam, Liu, Yaoyao, Yuille, Alan
A vision model with general-purpose object-level 3D understanding should be capable of inferring both 2D (e.g., class name and bounding box) and 3D information (e.g., 3D location and 3D viewpoint) for arbitrary rigid objects in natural images. This i
Externí odkaz:
http://arxiv.org/abs/2406.09613
Pre-trained vision-language models learn massive data to model unified representations of images and natural languages, which can be widely applied to downstream machine learning tasks. In addition to zero-shot inference, in order to better adapt pre
Externí odkaz:
http://arxiv.org/abs/2406.18550
Federated learning (FL) allows collaborative machine learning training without sharing private data. While most FL methods assume identical data domains across clients, real-world scenarios often involve heterogeneous data domains. Federated Prototyp
Externí odkaz:
http://arxiv.org/abs/2403.09048
Autor:
Zhang, Letian1 (AUTHOR) letian.lt.zhang@gmail.com, Wang, Shinan2 (AUTHOR)
Publikováno v:
Administrative Science Quarterly. Jun2024, Vol. 69 Issue 2, p417-457. 41p.
Neural radiance fields (NeRF) is a promising approach for generating photorealistic images and representing complex scenes. However, when processing data sequentially, it can suffer from catastrophic forgetting, where previous data is easily forgotte
Externí odkaz:
http://arxiv.org/abs/2312.05748
Counterfactual reasoning, a fundamental aspect of human cognition, involves contemplating alternatives to established facts or past events, significantly enhancing our abilities in planning and decision-making. In light of the advancements in current
Externí odkaz:
http://arxiv.org/abs/2310.06627
Autor:
Shen, Chuanyue, Zhang, Letian, Yang, Zhangsihao, Mortazavi, Masood, Song, Xiyun, Peng, Liang, Yu, Heather
Meeting online is becoming the new normal. Creating an immersive experience for online meetings is a necessity towards more diverse and seamless environments. Efficient photorealistic rendering of human 3D dynamics is the core of immersive meetings.
Externí odkaz:
http://arxiv.org/abs/2306.16541
Autor:
Kang, Kai1 (AUTHOR) kkang2000@sina.com, Zhang, Letian1 (AUTHOR), He, Mengyu1 (AUTHOR), Zhang, Zhiying1 (AUTHOR)
Publikováno v:
International Journal of Production Research. Oct2024, Vol. 62 Issue 20, p7540-7558. 19p.