Zobrazeno 1 - 10
of 11 276
pro vyhledávání: '"Late fusion"'
Autonomous driving necessitates advanced object detection techniques that integrate information from multiple modalities to overcome the limitations associated with single-modal approaches. The challenges of aligning diverse data in early fusion and
Externí odkaz:
http://arxiv.org/abs/2410.08739
Autor:
Remedios, Lucas W., Liu, Han, Remedios, Samuel W., Zuo, Lianrui, Saunders, Adam M., Bao, Shunxing, Huo, Yuankai, Powers, Alvin C., Virostko, John, Landman, Bennett A.
Multimodal fusion promises better pancreas segmentation. However, where to perform fusion in models is still an open question. It is unclear if there is a best location to fuse information when analyzing pairs of imperfectly aligned images. Two main
Externí odkaz:
http://arxiv.org/abs/2409.04563
Autor:
Shen, Maohao, Zhang, Shun, Wu, Jilong, Xiu, Zhiping, AlBadawy, Ehab, Lu, Yiting, Seltzer, Mike, He, Qing
Large language models (LLMs) have revolutionized natural language processing (NLP) with impressive performance across various text-based tasks. However, the extension of text-dominant LLMs to with speech generation tasks remains under-explored. In th
Externí odkaz:
http://arxiv.org/abs/2410.20336
Uncertainty quantification for multi-view learning is motivated by the increasing use of multi-view data in scientific problems. A common variant of multi-view learning is late fusion: train separate predictors on individual views and combine them af
Externí odkaz:
http://arxiv.org/abs/2405.16246
Cytology image segmentation is quite challenging due to its complex cellular structure and multiple overlapping regions. On the other hand, for supervised machine learning techniques, we need a large amount of annotated data, which is costly. In rece
Externí odkaz:
http://arxiv.org/abs/2403.10884
Autor:
Schieber, Hannah, Li, Shiyu, Corell, Niklas, Beckerle, Philipp, Kreimeier, Julian, Roth, Daniel
In medical and industrial domains, providing guidance for assembly processes can be critical to ensure efficiency and safety. Errors in assembly can lead to significant consequences such as extended surgery times and prolonged manufacturing or mainte
Externí odkaz:
http://arxiv.org/abs/2403.16400
In this paper, we present the solution to the Emotional Mimicry Intensity (EMI) Estimation challenge, which is part of 6th Affective Behavior Analysis in-the-wild (ABAW) Competition.The EMI Estimation challenge task aims to evaluate the emotional int
Externí odkaz:
http://arxiv.org/abs/2403.11757
Late fusion multi-view clustering (LFMVC) has become a rapidly growing class of methods in the multi-view clustering (MVC) field, owing to its excellent computational speed and clustering performance. One bottleneck faced by existing late fusion meth
Externí odkaz:
http://arxiv.org/abs/2401.01558
Akademický článek
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Autor:
Vo Hoang Trong1 hoangtrong2305@gmail.com, Pham The Bao2 ptbao@sgu.edu.vn
Publikováno v:
International Journal on Electrical Engineering & Informatics. Jun2024, Vol. 16 Issue 2, p162-179. 18p.