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AffineQuant: Affine Transformation Quantization for Large Language Models

International Conference on Learning Representations
The significant resource requirements associated with Large-scale Language Models (LLMs) have generated considerable interest in the development of techniques aimed at compressing and accelerating neural networks.
Yuexiao Ma   +8 more
semanticscholar   +1 more source

Multi-AUV Formation Reconfiguration Obstacle Avoidance Algorithm Based on Affine Transformation and Improved Artificial Potential Field Under Ocean Currents Disturbance

IEEE Transactions on Automation Science and Engineering
In this paper, the formation obstacle avoidance problem of autonomous underwater vehicles (AUVs) under the disturbances of ocean currents is studied. A variable formation reconfiguration and obstacle avoidance control scheme based on affine transform and
W. Pang, Daqi Zhu, Changyin Sun
semanticscholar   +1 more source

Affine Transformations in Bundles

Journal of Mathematical Sciences, 2020
This paper is a review of results of studies of affine transformations in generalized spaces over real linear algebras over the past 15-20 years.
A. Ya. Sultanov, O. A. Monakhova
openaire   +2 more sources

Facial Image-to-Video Translation by a Hidden Affine Transformation

ACM Multimedia, 2019
There has been a prominent emergence of work on video prediction, aiming to extrapolate the future video frames from the past. Existing temporal-based methods are limited to certain numbers of frames.
Guangyao Shen   +6 more
semanticscholar   +1 more source

Affine transformation in cryptography

Journal of Discrete Mathematical Sciences and Cryptography, 2008
Abstract The affine transformation is the generalized shift cipher. The shift cipher is one of the important techniques in cryptography. In this paper, we show that the total number of possible affine transformations is N k ϕ(N k), that is, , for k-letter block and prime factor p of N k . It has key length two and is computationally easy.
Hari Om, Rahul Patwa
openaire   +2 more sources

Affine Transformations

1965
Publisher Summary The group of similarity transformations of the plane is a subgroup of a group of more general transformations that preserve collinearity and parallelism but not, in general, the lengths of segments and the sizes of angles or areas. These transformations are called affine transformations.
A.S. Parkhomenko, P.S. Modenov
openaire   +2 more sources

Realization of fractal affine transformation

Journal of Shanghai University (English Edition), 2001
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Lin Yi-xia, Xu Jing
openaire   +3 more sources

Improved full analytical polygon-based method using Fourier analysis of the three-dimensional affine transformation.

Applied Optics, 2014
Previous research [Appl. Opt.52, A290 (2013)] has revealed that Fourier analysis of three-dimensional affine transformation theory can be used to improve the computation speed of the traditional polygon-based method.
Yijie Pan   +4 more
semanticscholar   +1 more source

Affine Transformational Optics

Frontiers in Optics 2011/Laser Science XXVII, 2011
We describe a class of devices whose refractive index distribution results from an affine transformation over piece–wise uniform space, including theoretical analysis and experimental realizations using anisotropic materials and surface nanopatterning.
Handong Sun   +7 more
openaire   +2 more sources

A DBS image stitching algorithm based on affine transformation

, 2013
The stitching quality of Doppler Beam Sharpening (DBS) image will be greatly affected due to the non-ideal movement of the radar platform. A novel method based on affine transformation is proposed, which can correct and stitch the DBS image effectively ...
Hongmeng Chen   +3 more
semanticscholar   +1 more source

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