图像生成 - arXivDaily 专题

2206.05350 2022-06-14 stat.CO 50%

Efficient Bayesian computation for low-photon imaging problems

Savvas Melidonis, Paul Dobson, Yoann Altmann, Marcelo Pereyra, Konstantinos C. Zygalakis

专题命中效率与蒸馏：inpainting(abstract)

Comments 28 pages, 10 figures

2201.10457 2022-06-08 hep-ph physics.plasm-ph 50%

Electron response to radiation under linear acceleration: classical, QED and accelerated frame predictions

B. M. Hegelich, L. Labun, O. Z. Labun, G. Torrieri, H. Truran

专题命中效率与蒸馏：diffusion(abstract)

Comments 31 pages, 5 figures

2205.12243 2022-05-25 stat.ML cs.LG 50%

EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling

Mitch Hill, Jonathan Mitchell, Chu Chen, Yuan Du, Mubarak Shah, Song-Chun Zhu

专题命中效率与蒸馏：image generation(abstract)

2203.03240 2022-05-25 astro-ph.HE 50%

Detection of gamma rays around SNR HB9 and its implication to the diffusive shock-acceleration history

Tomohiko Oka, Wataru Ishizaki

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted for publication in PASJ

2205.11030 2022-05-24 math.OC cs.LG cs.NA math.NA 50%

HessianFR: An Efficient Hessian-based Follow-the-Ridge Algorithm for Minimax Optimization

Yihang Gao, Huafeng Liu, Michael K. Ng, Mingjie Zhou

专题命中效率与蒸馏：image generation(abstract)

2007.08171 2022-05-17 math.PR math-ph math.AP math.MP 50%

Stochastic quantization associated with the $\exp(Φ)_2$-quantum field model driven by space-time white noise on the torus in the full $L^1$-regime

Masato Hoshino, Hiroshi Kawabi, Seiichiro Kusuoka

专题命中效率与蒸馏：diffusion(abstract)

Comments References are corrected

2203.02060 2022-05-11 eess.IV physics.app-ph physics.optics 50%

Thermographic detection of internal defects using 2D photothermal super resolution reconstruction with sequential laser heating

Julien Lecompagnon, Samim Ahmadi, Philipp Hirsch, Christian Rupprecht, Mathias Ziegler

专题命中效率与蒸馏：diffusion(abstract)

Comments 11 Pages, 9 Figures. The following article has been accepted by the Journal of Applied Physics. After it is published, it will be found at https://aip.scitation.org/toc/jap/collection/10.1063/jap.2022.P1NDM2022.issue-1

2204.13295 2022-04-29 physics.chem-ph physics.comp-ph 50%

A novel machine learning enabled hybrid optimization framework for efficient and transferable coarse-graining of a model polymer

Zakiya Shireen, Hansani Weeratunge, Adrian Menzel, Andrew W Phillips, Ronald G Larson, Kate Smith-Miles, Elnaz Hajizadeh

专题命中效率与蒸馏：diffusion(abstract)

2201.05473 2022-04-29 physics.plasm-ph physics.comp-ph 50%

Lattice Boltzmann simulations of Plasma Wakefield Acceleration

Gianmarco Parise, Alessandro Cianchi, Alessio Del Dotto, Fabio Guglietta, Andrea Renato Rossi, Mauro Sbragaglia

专题命中效率与蒸馏：diffusion(abstract)

Journal ref Phys. Plasmas 29, 043903 (2022)

1810.03730 2022-04-14 cs.LG stat.ML 50%

Efficient Non-parametric Bayesian Hawkes Processes

Rui Zhang, Christian Walder, Marian-Andrei Rizoiu, Lexing Xie

专题命中效率与蒸馏：diffusion(abstract)

Comments IJCAI2019

2009.10440 2022-04-07 stat.CO math.PR 50%

The computational cost of blocking for sampling discretely observed diffusions

Marcin Mider, Paul A. Jenkins, Murray Pollock, Gareth O. Roberts

专题命中效率与蒸馏：diffusion(abstract)

Comments 15 pages, 3 figures

2201.11416 2022-03-30 astro-ph.HE astro-ph.EP physics.plasm-ph physics.space-ph 50%

Theory of Electron Injection at Oblique Shock of Finite Thickness

Takanobu Amano, Masahiro Hoshino

专题命中效率与蒸馏：diffusion(abstract)

Comments 26 pages, 9 figures. Accepted for publication in ApJ

2108.11552 2022-03-30 math.NA cs.NA math.OC 50%

An efficient unconditionally stable method for Dirichlet partitions in arbitrary domains

Dong Wang

专题命中效率与蒸馏：diffusion(abstract)

Comments 28 pages, 17 figures

2203.12281 2022-03-24 cs.LG eess.SP 50%

Efficient Fully Distributed Federated Learning with Adaptive Local Links

Evangelos Georgatos, Christos Mavrokefalidis, Kostas Berberidis

专题命中效率与蒸馏：diffusion(abstract)

2107.14742 2022-03-22 math.NA cs.LG cs.NA 50%

Connections between Numerical Algorithms for PDEs and Neural Networks

Tobias Alt, Karl Schrader, Matthias Augustin, Pascal Peter, Joachim Weickert

专题命中效率与蒸馏：diffusion(abstract)

2111.11632 2022-03-17 cs.LG cs.IT math.IT 50%

Lossless Compression with Probabilistic Circuits

Anji Liu, Stephan Mandt, Guy Van den Broeck

专题命中效率与蒸馏：image generation(abstract)

2203.05779 2022-03-14 math.NA cs.NA 50%

An efficient multi-modes Monte Carlo homogenization method for random materials

Zihao Yang, Jizu Huang, Xiaobing Feng, Xiaofei Guan

专题命中效率与蒸馏：diffusion(abstract)

2202.12406 2022-03-08 q-bio.TO nlin.CD nlin.PS 50%

Cardiac Reentry Modeled by Spatiotemporal Chaos in a Coupled Map Lattice

R. V. Stenzinger, M. H. R. Tragtenberg

专题命中效率与蒸馏：diffusion(abstract)

Comments 15 pages, 9 figures. Eur. Phys. J. Spec. Top. (2022)

2110.15828 2022-02-25 stat.ML cs.AI cs.LG 50%

Resampling Base Distributions of Normalizing Flows

Vincent Stimper, Bernhard Schölkopf, José Miguel Hernández-Lobato

专题命中效率与蒸馏：image generation(abstract)

Journal ref Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) 2022

2112.09311 2022-02-23 stat.CO math.PR stat.ML 50%

Unadjusted Langevin algorithm for sampling a mixture of weakly smooth potentials

Dao Nguyen

专题命中效率与蒸馏：diffusion(abstract)

Comments Some proofs are wrong and need to be fixed

2110.11499 2022-02-16 cs.SD cs.LG eess.AS 50%

Wav2CLIP: Learning Robust Audio Representations From CLIP

Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello

专题命中效率与蒸馏：image generation(abstract)

Comments Copyright 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

2105.03949 2022-02-08 cs.CL cs.MS cs.PL cs.SC 50%

High-performance symbolic-numerics via multiple dispatch

Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwozdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas

专题命中效率与蒸馏：diffusion(abstract)

2202.02310 2022-02-07 cs.LG cs.AR 50%

EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators

Lois Orosa, Skanda Koppula, Yaman Umuroglu, Konstantinos Kanellopoulos, Juan Gomez-Luna, Michaela Blott, Kees Vissers, Onur Mutlu

专题命中效率与蒸馏：image generation(abstract)

2012.07762 2022-02-07 cs.LG cs.AI 50%

Mercer Features for Efficient Combinatorial Bayesian Optimization

Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa

专题命中效率与蒸馏：diffusion(abstract)

Comments 10 pages, 5 figures, Accepted at AAAI conference 2021

Journal ref Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021

2111.04759 2022-02-02 astro-ph.HE physics.plasm-ph physics.space-ph 50%

Shock acceleration with oblique and turbulent magnetic fields

Siyao Xu, Alex Lazarian

专题命中效率与蒸馏：diffusion(abstract)

Comments 17 pages, 12 figures, accepted for publication in ApJ

2201.12320 2022-01-31 cs.LG cs.CL 50%

Generative Cooperative Networks for Natural Language Generation

Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski

专题命中效率与蒸馏：image generation(abstract)

2201.10158 2022-01-26 math.PR 50%

Ergodicity of supercritical SDEs driven by $α$-stable processes and heavy-tailed sampling

Xiaolong Zhang, Xicheng Zhang

专题命中效率与蒸馏：diffusion(abstract)

Comments 20pages

2201.08349 2022-01-21 math.ST stat.CO stat.ML stat.TH 50%

Heavy-tailed Sampling via Transformed Unadjusted Langevin Algorithm

Ye He, Krishnakumar Balasubramanian, Murat A. Erdogdu

专题命中效率与蒸馏：diffusion(abstract)

2110.12234 2022-01-21 physics.chem-ph 50%

Space-warp coordinate transformation for efficient ionic force calculations in quantum Monte Carlo

Kousuke Nakano, Abhishek Raghav, Sandro Sorella

专题命中效率与蒸馏：diffusion(abstract)

Comments 31 pages

2104.10410 2022-01-10 cs.LG 50%

Principal Component Density Estimation for Scenario Generation Using Normalizing Flows

Eike Cramer, Alexander Mitsos, Raul Tempone, Manuel Dahmen

专题命中效率与蒸馏：image generation(abstract)

Comments 18 pages, 7 figures

1. 效率与蒸馏 2544 篇

Efficient Bayesian computation for low-photon imaging problems

Electron response to radiation under linear acceleration: classical, QED and accelerated frame predictions

EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling

Detection of gamma rays around SNR HB9 and its implication to the diffusive shock-acceleration history

HessianFR: An Efficient Hessian-based Follow-the-Ridge Algorithm for Minimax Optimization

Stochastic quantization associated with the $\exp(Φ)_2$-quantum field model driven by space-time white noise on the torus in the full $L^1$-regime

Thermographic detection of internal defects using 2D photothermal super resolution reconstruction with sequential laser heating

A novel machine learning enabled hybrid optimization framework for efficient and transferable coarse-graining of a model polymer

Lattice Boltzmann simulations of Plasma Wakefield Acceleration

Efficient Non-parametric Bayesian Hawkes Processes

The computational cost of blocking for sampling discretely observed diffusions

Theory of Electron Injection at Oblique Shock of Finite Thickness

An efficient unconditionally stable method for Dirichlet partitions in arbitrary domains

Efficient Fully Distributed Federated Learning with Adaptive Local Links

Connections between Numerical Algorithms for PDEs and Neural Networks

Lossless Compression with Probabilistic Circuits

An efficient multi-modes Monte Carlo homogenization method for random materials

Cardiac Reentry Modeled by Spatiotemporal Chaos in a Coupled Map Lattice

Resampling Base Distributions of Normalizing Flows

Unadjusted Langevin algorithm for sampling a mixture of weakly smooth potentials

Wav2CLIP: Learning Robust Audio Representations From CLIP

High-performance symbolic-numerics via multiple dispatch

EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators

Mercer Features for Efficient Combinatorial Bayesian Optimization

Shock acceleration with oblique and turbulent magnetic fields

Generative Cooperative Networks for Natural Language Generation

Ergodicity of supercritical SDEs driven by $α$-stable processes and heavy-tailed sampling

Heavy-tailed Sampling via Transformed Unadjusted Langevin Algorithm

Space-warp coordinate transformation for efficient ionic force calculations in quantum Monte Carlo

Principal Component Density Estimation for Scenario Generation Using Normalizing Flows