Results 31 to 40 of about 561,734 (311)
Energy Reports, 2022 The safe and stable operation of power transmission and transformation equipment is the foundation of power grid safety, so the prediction of power transmission and transformation equipment fault is particularly important, and the prediction of the ...
Jiafeng Qin +4 more
doaj +1 more source
Parameter-Efficient Model Adaptation for Vision Transformers
Proceedings of the AAAI Conference on Artificial Intelligence, 2023 In computer vision, it has achieved great transfer learning performance via adapting large-scale pretrained vision models (e.g., vision transformers) to downstream tasks. Common approaches for model adaptation either update all model parameters or leverage linear probes. In this paper, we aim to study parameter-efficient model adaptation strategies for
Xuehai He +4 more
openaire +2 more sources
Allocation of Parameters in Transformers
CoRRTransformers have achieved remarkable successes across a wide range of applications, yet the theoretical foundation of their model efficiency remains underexplored. In this work, we investigate how the model parameters -- mainly attention heads and head dimensions -- should be allocated across layers to balance expressivity and efficiency.
Ruoxi Yu +5 more
openaire +2 more sources
Geodesy and CartographyThe Illizi region is an important petroleum zone in Algeria, where various seismic surveys have been conducted. The merging of adjacent surveys is not possible due to incompatible data linked to the geodetic networks.
Mahdi Haddad, Mounia Gahlouz
doaj +1 more source
Miscellanea Geographica: Regional Studies on Development, 2004 Research conducted on the Jarangiyn els field on the Gobi desert in Mongolia took place during the transformation of barchans resulting from the changes in wind direction.
Potocki Mariusz, Angiel Piotr
doaj +1 more source
Effects of Heating Rate and Strain Rate on Phase Transformation in Micro-Grinding [PDF]
EPJ Web of Conferences, 2019 The phase transformation in the grinding process could have a significant impact on the processing performance of the products. Although grinding process can lead to high heating and strain rates, the current studies on the phase transformation typically
Sun Gaoxiang, Ding Zishan
doaj +1 more source
Deterministic Superreplication of One-Parameter Unitary Transformations [PDF]
Physical Review Letters, 2015 We show that one can deterministically generate out of $N$ copies of an unknown unitary operation up to $N^2$ almost perfect copies. The result holds for all operations generated by a Hamiltonian with an unknown interaction strength. This generalizes a similar result in the context of phase covariant cloning where, however, super-replication comes at ...
Dür, W., Sekatski, P., Skotiniotis, M.
openaire +3 more sources
, 2012 American Landpower and the Middle East of 2030 by Micael R. Eastman. The Afghanistan Experience: Democratization by Force, by Cora Sol Goldstein. COIN is Dead–Long Live Transformation, by Matthew Ford, Patrick Rose, and Howard Body. Afghanistan: Strategy
Parameters, USAWC, USAWC Parameters
core +1 more source
Application of simulated annealing algorithm for 3D coordinate transformation problem solution
Open Geosciences, 2020 Transformation of spatial coordinates (3D) is a common computational task in photogrammetry, engineering geodesy, geographical information systems or computer vision.
Odziemczyk Waldemar
doaj +1 more source
Parameter-Efficient Transformer Embeddings
CoRREmbedding layers in transformer-based NLP models typically account for the largest share of model parameters, scaling with vocabulary size but not yielding performance gains proportional to scale. We propose an alternative approach in which token embedding vectors are first generated deterministically, directly from the token IDs using a Fourier ...
Henry Ndubuaku, Mouad Talhi
openaire +2 more sources