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Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration
Neural Information Processing Systems, 2023Recently, numerous studies have demonstrated the effectiveness of contrastive learning (CL), which learns feature representations by pulling in positive samples while pushing away negative samples.
Jie Xu +6 more
semanticscholar +1 more source
Contrastive Chain-of-Thought Prompting
arXiv.org, 2023Despite the success of chain of thought in enhancing language model reasoning, the underlying process remains less well understood. Although logically sound reasoning appears inherently crucial for chain of thought, prior studies surprisingly reveal ...
Yew Ken Chia +4 more
semanticscholar +1 more source
Decoupled Contrastive Learning
European Conference on Computer Vision, 2021Contrastive learning (CL) is one of the most successful paradigms for self-supervised learning (SSL). In a principled way, it considers two augmented"views"of the same image as positive to be pulled closer, and all other images as negative to be pushed ...
Chun-Hsiao Yeh +5 more
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Contrastive sentence representation learning with adaptive false negative cancellation [PDF]
Information FusionContrastive sentence representation learning has made great progress thanks to a range of text augmentation strategies and hard negative sampling techniques.
Lingling Xu, Haoran Xie, Fu Lee Wang
exaly +2 more sources
2023
Abstract Chilean and Brazilian musical theatre have responded in their own distinctive way to the importation of Anglophone culture. The decentralised system of theatre productions in Chile (19 million inhabitants) uses distinctive means of funding, staging, and developing musicals, while in Brazil (population: 213 million) there are ...
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Abstract Chilean and Brazilian musical theatre have responded in their own distinctive way to the importation of Anglophone culture. The decentralised system of theatre productions in Chile (19 million inhabitants) uses distinctive means of funding, staging, and developing musicals, while in Brazil (population: 213 million) there are ...
openaire +1 more source
Cell Death & Differentiation, 1998
The p75 neurotrophin receptor (p75NTR) and trkA, trkB and trkC mediate the physiological effects of the neurotrophins. The trk receptors are responsible for the stereotypical survival and growth properties of the neurotrophins but defining the physiological function of the p75NTR has proven difficult. The p75NTR binds each of the neurotrophins with low
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The p75 neurotrophin receptor (p75NTR) and trkA, trkB and trkC mediate the physiological effects of the neurotrophins. The trk receptors are responsible for the stereotypical survival and growth properties of the neurotrophins but defining the physiological function of the p75NTR has proven difficult. The p75NTR binds each of the neurotrophins with low
openaire +2 more sources
Corpus-Based Contrastive Studies of English and Chinese
Journal of Quantitative Linguistics, 2018Haoda Feng
semanticscholar +1 more source
Contrastive Attributed Network Anomaly Detection with Data Augmentation
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2022Zhiming Xu +4 more
semanticscholar +1 more source