Results 31 to 40 of about 16,720 (151)
WAPS-Quant: Low-Bit Post-Training Quantization Using Weight-Activation Product Scaling
IEEE AccessPost-Training Quantization (PTQ) has been effectively compressing neural networks into very few bits using a limited calibration dataset. Various quantization methods utilizing second-order error have been proposed and demonstrated good performance ...
Geunjae Choi, Kamin Lee, Nojun Kwak
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Survey of Post-Training Quantization Methods (Invited) [PDF]
Jisuanji gongchengPost-Training Quantization (PTQ) is an efficient model compression method that converts the parameters of high-precision floating-point models into low-bit integer representations without requiring retraining, using only a small amount of unlabeled ...
ZHANG Junna, WANG Hongzun, DING Chuntao
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Applied Sciences, 2022 Interference alignment (IA) is a promising interference management technique to achieve the theoretical optimal degree of freedom (DoF) performance in multi-user cooperation scenarios.
Long Suo, Fei Liu
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A Two-Phase Super-Resolution Quantization Scheme Optimized by Sequential Grading and Data Bias Correction [PDF]
Jisuanji gongchengModel quantization technology effectively reduces model storage and computational overhead by mapping high-precision floating-point data to low-bit discrete spaces.
HAO Liang, SU Bohejun, WANG Jinghua, XU Yong
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Canonical quantization of cylindrical waveguides: a gauge-based approach
Journal of Physics CommunicationsWe present a canonical quantization of electromagnetic modes in cylindrical waveguides, extending a gauge-based formalism previously developed for Cartesian geometries (Collin and Delattre 2025 New J. Phys. 27 093502).
Alexandre Delattre, Eddy Collin
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Exponentially more precise quantum simulation of fermions in second quantization
New Journal of Physics, 2016 We introduce novel algorithms for the quantum simulation of fermionic systems which are dramatically more efficient than those based on the Lie–Trotter–Suzuki decomposition.
Ryan Babbush +5 more
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Quantum Cosmology of Fab Four John Theory with Conformable Fractional Derivative
Universe, 2020 We study a quantization via fractional derivative of a nonminimal derivative coupling cosmological theory, namely, the Fab Four John theory. Its Hamiltonian version presents the issue of fractional powers in the momenta.
Isaac Torres +3 more
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Second-Order Conformally Equivariant Quantization in Dimension 1|2
Symmetry, Integrability and Geometry: Methods and Applications, 2009 This paper is the next step of an ambitious program to develop conformally equivariant quantization on supermanifolds. This problem was considered so far in (super)dimensions 1 and 1|1.
Najla Mellouli
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Condensed Matter Physics, 2008 Harmonic analysis on configuration spaces is used in order to extend explicit expressions for the images of creation, annihilation, and second quantization operators in L2-spaces with respect to Poisson point processes to a set of functions larger than ...
Yu.G.Kondratiev, T.Kuna, M.J.Oliveira
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Quantum simulations of chemistry in first quantization with any basis set
npj Quantum InformationQuantum computation of the energy of molecules and materials is one of the most promising applications of fault-tolerant quantum computers. Practical applications require development of quantum algorithms with reduced resource requirements. Previous work
Timothy N. Georges +5 more
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