图像生成 - arXivDaily 专题

2208.02367 2023-04-05 gr-qc astro-ph.HE 50%

Late-time post-merger modeling of a compact binary: effects of relativity, r-process heating, and treatment of transport effects

Milad Haddadi, Matthew D. Duez, Francois Foucart, Teresita Ramirez, Rodrigo Fernandez, Alexander L. Knight, Jerred Jesse, Francois Hebert, Lawrence E. Kidder, Harald P. Pfeiffer, Mark A. Scheel

专题命中效率与蒸馏：diffusion(abstract)

Comments 23 pages, 7 figures, version accepted to Classical and Quantum Gravity

2303.17114 2023-03-31 cs.NI cs.AI cs.LG 50%

Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case Study

Yinqiu Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim, Abbas Jamalipour

专题命中效率与蒸馏：diffusion(abstract)

Comments 8 pages, 5 figures

1803.11117 2023-03-30 cond-mat.stat-mech 50%

Adaptive sampling of large deviations

Grégoire Ferré, Hugo Touchette

专题命中效率与蒸馏：diffusion(abstract)

Comments v1: 20 pages, 5 figures; v2: minor typos corrected; v3 typos in Eq. (51) corrected

Journal ref J. Stat. Phys. 172, 1525, 2018

2209.06278 2023-03-28 stat.CO cs.NA math.NA math.OC 50%

Large deviation theory-based adaptive importance sampling for rare events in high dimensions

Shanyin Tong, Georg Stadler

专题命中效率与蒸馏：diffusion(abstract)

2209.06916 2023-03-22 math.NA cs.NA 50%

Efficient multigrid reduction-in-time for method-of-lines discretizations of linear advection

H. De Sterck, R. D. Falgout, O. A. Krzysik, J. B. Schroder

专题命中效率与蒸馏：diffusion(abstract)

Comments v2 updates v1 with a small amount of rewriting and with include parallel timing results

2209.02772 2023-03-08 stat.ML cs.LG physics.comp-ph 50%

Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems

Sebastian Kaltenbach, Paris Perdikaris, Phaedon-Stelios Koutsourelakis

专题命中效率与蒸馏：diffusion(abstract)

2211.05032 2023-02-28 q-bio.PE 50%

Evolution with recombination as a Metropolis-Hastings sampling procedure

Jenny M. Poulton, Lee Altenberg, Chris Watkins

专题命中效率与蒸馏：diffusion(abstract)

2302.10249 2023-02-22 math.ST cs.DS cs.LG math.AP stat.ML stat.TH 50%

Faster high-accuracy log-concave sampling via algorithmic warm starts

Jason M. Altschuler, Sinho Chewi

专题命中效率与蒸馏：diffusion(abstract)

Comments 59 pages, 1 table

2211.13006 2023-02-21 eess.SP cs.IT cs.LG math.IT 50%

Quantized Compressed Sensing with Score-based Generative Models

Xiangming Meng, Yoshiyuki Kabashima

专题命中效率与蒸馏：diffusion(abstract)

Comments ICLR2023, camera-ready version, code available at https://github.com/mengxiangming/QCS-SGM

2302.08086 2023-02-17 cs.LG cs.AI 50%

Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits

Xuejie Liu, Anji Liu, Guy Van den Broeck, Yitao Liang

专题命中效率与蒸馏：diffusion(abstract)

2302.08049 2023-02-17 math.ST stat.ML stat.TH 50%

Improved Discretization Analysis for Underdamped Langevin Monte Carlo

Matthew Zhang, Sinho Chewi, Mufan Bill Li, Krishnakumar Balasubramanian, Murat A. Erdogdu

专题命中效率与蒸馏：diffusion(abstract)

2301.12640 2023-01-31 cs.LG math.AP math.OC 50%

Reweighted Interacting Langevin Diffusions: an Accelerated Sampling Methodfor Optimization

Junlong Lyu, Zhitang Chen, Wenlong Lyu, Jianye Hao

专题命中效率与蒸馏：diffusion(abstract)

2301.06110 2023-01-18 math.NA cs.NA 50%

Unified Gas-Kinetic Particle Method for Frequency-dependent Radiation Transport

Weiming Li, Chang Liu, Peng Song

专题命中效率与蒸馏：diffusion(abstract)

2111.12255 2023-01-13 math.NA cs.NA physics.comp-ph 50%

A Family of Independent Variable Eddington Factor Methods with Efficient Preconditioned Iterative Solvers

Samuel Olivier, Will Pazner, Terry S. Haut, Ben C. Yee

专题命中效率与蒸馏：diffusion(abstract)

2211.08444 2023-01-11 physics.plasm-ph astro-ph.HE physics.flu-dyn 50%

Turbulent reconnection acceleration

Siyao Xu, Alex Lazarian

专题命中效率与蒸馏：diffusion(abstract)

Comments 16 pages, 8 figures, accepted for publication in ApJ

2301.01746 2023-01-05 cond-mat.mtrl-sci 50%

An efficient and quantitative phase-field model for elastically heterogeneous two-phase solids based on a partial rank-one homogenization scheme

Sourav Chatterjee, Daniel Schwen, Nele Moelans

专题命中效率与蒸馏：diffusion(abstract)

Journal ref International Journal of Solids and Structures, 250, (2022) 111709

2010.12609 2023-01-05 cs.LG 50%

Iterative Graph Self-Distillation

Hanlin Zhang, Shuai Lin, Weiyang Liu, Pan Zhou, Jian Tang, Xiaodan Liang, Eric P. Xing

专题命中效率与蒸馏：diffusion(abstract)

Comments The Workshop on Self-Supervised Learning for the Web

2103.01787 2022-12-29 astro-ph.HE 50%

Using Interstellar Clouds to Search for Galactic PeVatrons: Gamma-ray Signatures from Supernova Remnants

A. M. W. Mitchell, G. P. Rowell, S. Celli, S. Einecke

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted for publication in MNRAS. Revised version. 27 pages, 16 figures, 7 tables

1712.00772 2022-12-26 cond-mat.mtrl-sci 50%

Computationally efficient phase-field studies combining simulation sampling and statistical analysis

Christian Schwarze, Reza Darvishi Kamachali, Markus Kühbachb, Christian Mießen, Marvin Tegeler, Luis Barrales-Mora, Ingo Steinbach, Günter Gottstein

专题命中效率与蒸馏：diffusion(abstract)

2205.12448 2022-12-08 stat.ML cs.IT cs.LG cs.SY eess.SY math.IT 50%

Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space

Muhammad Abdullah Naeem, Miroslav Pajic

专题命中效率与蒸馏：diffusion(abstract)

2212.01480 2022-12-06 physics.bio-ph cs.NA math.NA 50%

An efficient numerical algorithm for the moment neural activation

Yang Qi

专题命中效率与蒸馏：diffusion(abstract)

Comments 9 pages, 2 figures

2211.16305 2022-11-30 cs.SI cs.CY 50%

How Many Tweets DoWe Need?: Efficient Mining of Short-Term Polarized Topics on Twitter: A Case Study From Japan

Tomoki Fukuma, Koki Noda, Hiroki Kumagai, Hiroki Yamamoto, Yoshiharu Ichikawa, Kyosuke Kambe, Yu Maubuchi, Fujio Toriumi

专题命中效率与蒸馏：diffusion(abstract)

Comments 9 pages, 9 figures

2005.12787 2022-11-08 math.NA cs.NA stat.ML 50%

Data-driven Efficient Solvers for Langevin Dynamics on Manifold in High Dimensions

Yuan Gao, Jian-Guo Liu, Nan Wu

专题命中效率与蒸馏：diffusion(abstract)

Comments 53 pages, 12 figures

Journal ref Applied and Computational Harmonic Analysis 62 (2023) 261-309

2210.08448 2022-11-01 math.ST math.OC math.PR stat.ML stat.TH 50%

Resolving the Mixing Time of the Langevin Algorithm to its Stationary Distribution for Log-Concave Sampling

Jason M. Altschuler, Kunal Talwar

专题命中效率与蒸馏：diffusion(abstract)

2206.11234 2022-10-27 astro-ph.CO gr-qc 50%

Numerical simulations of stochastic inflation using importance sampling

Joseph H. P. Jackson, Hooshyar Assadullahi, Kazuya Koyama, Vincent Vennin, David Wands

专题命中效率与蒸馏：diffusion(abstract)

Comments 21+13 pages, 11 figures. Github: https://github.com/Jacks0nJ/PyFPT. Version accepted for publication in JCAP

Journal ref JCAP 10 (2022) 067

2209.07036 2022-10-12 cs.LG stat.ML 50%

Langevin Autoencoders for Learning Deep Latent Variable Models

Shohei Taniguchi, Yusuke Iwasawa, Wataru Kumagai, Yutaka Matsuo

专题命中效率与蒸馏：image generation(abstract)

Comments accepted at Neural Information Processing Systems (NeurIPS 2022)

2207.08858 2022-09-28 astro-ph.EP 50%

Turbulent Dust-trapping Rings as Efficient Sites for Planetesimal Formation

Ziyan Xu, Xue-Ning Bai

专题命中效率与蒸馏：diffusion(abstract)

Comments 13 pages, 4 figures, plus appendix (4 pages, 4 figures). Accepted for publication in ApJ Letter

2206.08545 2022-09-28 eess.AS cs.LG 50%

NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates

Seungu Han, Junhyeok Lee

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted to Interspeech 2022

2209.09346 2022-09-21 physics.space-ph 50%

Application of the Monte Carlo Method in Modeling Transport and Acceleration of Solar Energetic Particles

Valeriy Tenishev, Lulu Zhao, Igor Sokolov

专题命中效率与蒸馏：diffusion(abstract)

1910.10030 2022-09-21 astro-ph.HE 50%

Diffusive acceleration in relativistic shocks: particle feedback

Yotam Nagar, Uri Keshet

专题命中效率与蒸馏：diffusion(abstract)

Comments 8 pages, 6 figures, comments welcome

Journal ref Monthly Notices of the Royal Astronomical Society, Volume 501, Issue 1, pp.329-336 (2021)

1. 效率与蒸馏 2561 篇

Late-time post-merger modeling of a compact binary: effects of relativity, r-process heating, and treatment of transport effects

Deep Generative Model and Its Applications in Efficient Wireless Network Management: A Tutorial and Case Study

Adaptive sampling of large deviations

Large deviation theory-based adaptive importance sampling for rare events in high dimensions

Efficient multigrid reduction-in-time for method-of-lines discretizations of linear advection

Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems

Evolution with recombination as a Metropolis-Hastings sampling procedure

Faster high-accuracy log-concave sampling via algorithmic warm starts

Quantized Compressed Sensing with Score-based Generative Models

Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits

Improved Discretization Analysis for Underdamped Langevin Monte Carlo

Reweighted Interacting Langevin Diffusions: an Accelerated Sampling Methodfor Optimization

Unified Gas-Kinetic Particle Method for Frequency-dependent Radiation Transport

A Family of Independent Variable Eddington Factor Methods with Efficient Preconditioned Iterative Solvers

Turbulent reconnection acceleration

An efficient and quantitative phase-field model for elastically heterogeneous two-phase solids based on a partial rank-one homogenization scheme

Iterative Graph Self-Distillation

Using Interstellar Clouds to Search for Galactic PeVatrons: Gamma-ray Signatures from Supernova Remnants

Computationally efficient phase-field studies combining simulation sampling and statistical analysis

Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space

An efficient numerical algorithm for the moment neural activation

How Many Tweets DoWe Need?: Efficient Mining of Short-Term Polarized Topics on Twitter: A Case Study From Japan

Data-driven Efficient Solvers for Langevin Dynamics on Manifold in High Dimensions

Resolving the Mixing Time of the Langevin Algorithm to its Stationary Distribution for Log-Concave Sampling

Numerical simulations of stochastic inflation using importance sampling

Langevin Autoencoders for Learning Deep Latent Variable Models

Turbulent Dust-trapping Rings as Efficient Sites for Planetesimal Formation

NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates

Application of the Monte Carlo Method in Modeling Transport and Acceleration of Solar Energetic Particles

Diffusive acceleration in relativistic shocks: particle feedback