Results 1 to 10 of about 2,400,349 (361)
RRHF: Rank Responses to Align Language Models with Human Feedback without tears [PDF]
Neural Information Processing Systems, 2023 Reinforcement Learning from Human Feedback (RLHF) facilitates the alignment of large language models with human preferences, significantly enhancing the quality of interactions between humans and models. InstructGPT implements RLHF through several stages,
Zheng Yuan +5 more
semanticscholar +1 more source
Develop a legal system in the field of art focusing on music, cinema and theater [PDF]
هنر اسلامی, 2023 The laws and legal system in the field of art with a focus on music, cinema and theater are facing many gaps and challenges. This article seeks to find gaps in the legal system and laws in the field of art and provide a model for legislators to legislate
Shida Baradaran bazar +2 more
doaj +1 more source
Reduction of life cycle impacts of oil shale electricity caused by the shift to fluidized bed combustion technology [PDF]
Oil Shale, 2022 In 2004â2005, the pulverized firing technology that had been used for decades was replaced with fluidized bed combustion in some boilers of two major power plants located in North-East Estonia.
Siret Talve, Evelin Põld
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Meitan xuebao, 2023 Suppressing the spontaneous combustion of lignite is of great significance for safe transportation and efficient utilization of lignite. Taking the Shengli lignite as the research object, two different macerals, inertinite and huminite, were selected by ...
Yanjun WANG +7 more
doaj +1 more source
Simultaneously Localize, Segment and Rank the Camouflaged Objects [PDF]
Computer Vision and Pattern Recognition, 2021 Camouflage is a key defence mechanism across species that is critical to survival. Common strategies for camouflage include background matching, imitating the color and pattern of the environment, and disruptive coloration, disguising body outlines [37].
Y. Lyu +6 more
semanticscholar +1 more source
An Aligned Rank Transform Procedure for Multifactor Contrast Tests [PDF]
ACM Symposium on User Interface Software and Technology, 2021 Data from multifactor HCI experiments often violates the assumptions of parametric tests (i.e., nonconforming data). The Aligned Rank Transform (ART) has become a popular nonparametric analysis in HCI that can find main and interaction effects in ...
Lisa Elkin +3 more
semanticscholar +1 more source
HRank: Filter Pruning Using High-Rank Feature Map [PDF]
Computer Vision and Pattern Recognition, 2020 Neural network pruning offers a promising prospect to facilitate deploying deep neural networks on resource-limited devices. However, existing methods are still challenged by the training inefficiency and labor cost in pruning designs, due to missing ...
Mingbao Lin +6 more
semanticscholar +1 more source
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization [PDF]
SIAM Review, 2007 The affine rank minimization problem consists of finding a matrix of minimum rank that satisfies a given system of linear equality constraints. Such problems have appeared in the literature of a diverse set of fields including system identification and ...
B. Recht, Maryam Fazel, P. Parrilo
semanticscholar +1 more source
Robust Recovery of Subspace Structures by Low-Rank Representation [PDF]
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010 In this paper, we address the subspace clustering problem. Given a set of data samples (vectors) approximately drawn from a union of multiple subspaces, our goal is to cluster the samples into their respective subspaces and remove possible outliers as ...
Guangcan Liu +5 more
semanticscholar +1 more source
Language model compression with weighted low-rank factorization [PDF]
International Conference on Learning Representations, 2022 Factorizing a large matrix into small matrices is a popular strategy for model compression. Singular value decomposition (SVD) plays a vital role in this compression strategy, approximating a learned matrix with fewer parameters.
Yen-Chang Hsu +5 more
semanticscholar +1 more source