图像生成 - arXivDaily 专题

2210.12253 2023-06-05 cs.MS cs.NA math.NA 50%

End-to-end GPU acceleration of low-order-refined preconditioning for high-order finite element discretizations

Will Pazner, Tzanio Kolev, Jean-Sylvain Camier

专题命中效率与蒸馏：diffusion(abstract)

Comments 23 pages, 13 figures

2301.09428 2023-06-01 cs.LG cond-mat.dis-nn cond-mat.stat-mech 50%

Explaining the effects of non-convergent sampling in the training of Energy-Based Models

Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted at ICML 2023

2305.16603 2023-05-29 cond-mat.stat-mech 50%

Emergence of pseudo-time during optimal Monte Carlo sampling and temporal aspects of symmetry breaking and restoration

Yang He, Vassiliy Lubchenko

专题命中效率与蒸馏：diffusion(abstract)

Journal ref published in J. Chem. Phys. 158, 124119 (2023)

2305.16540 2023-05-29 physics.comp-ph cs.LG physics.chem-ph quant-ph 50%

A Score-Based Model for Learning Neural Wavefunctions

Xuan Zhang, Shenglong Xu, Shuiwang Ji

专题命中效率与蒸馏：diffusion(abstract)

2305.15719 2023-05-26 cs.SD cs.AI cs.LG eess.AS 50%

Efficient Neural Music Generation

Max W. Y. Lam, Qiao Tian, Tang Li, Zongyu Yin, Siyuan Feng, Ming Tu, Yuliang Ji, Rui Xia, Mingbo Ma, Xuchen Song, Jitong Chen, Yuping Wang, Yuxuan Wang

专题命中效率与蒸馏：diffusion(abstract)

2303.17109 2023-05-25 stat.ML cs.LG 50%

Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models

Anant Raj, Umut Şimşekli, Alessandro Rudi

专题命中效率与蒸馏：diffusion(abstract)

2305.07245 2023-05-15 physics.optics physics.ins-det 50%

Optimal calibration of optical tweezers with arbitrary integration time and sampling frequencies -- A general framework

Laura Pérez-Garcéa, Martin Selin, Antonio Ciarlo, Alessandro Magazzu, Giuseppe Pesce, Antonio Sasso, Giovanni Volpe, Isaac Pérez Castillo, Alejandro V. Arzola

专题命中效率与蒸馏：diffusion(abstract)

Comments 6 figures

2305.05825 2023-05-11 physics.optics physics.chem-ph 50%

Structural Engineering of Colloidal Quantum Dots: Towards Realization of Highly Efficient, Aerobic-Stable, and Droop-Free QLEDs

Sadra Sadeghi, Saeedeh Mokarian Zanjani, Sergey Dayneko, Christian J. Imperiale, Francesco Tintori, Stéphane Kéna-Cohen, Afshin Shahalizad, Majid Pahlevani

专题命中效率与蒸馏：diffusion(abstract)

Comments 22 pages, 5 figures

2303.03059 2023-05-10 astro-ph.GA 50%

Reaction dynamics on amorphous solid water surfaces using interatomic machine learned potentials. Microscopic energy partition revealed from the P + H -> PH reaction

Germán Molpeceres, Viktor Zaverkin, Kenji Furuya, Yuri Aikawa, Johannes Kästner

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted for publication in Astronomy and Astrophysics

Journal ref A&A 673, A51 (2023)

2304.14596 2023-05-01 physics.chem-ph 50%

Robust Gaussian Process Regression method for efficient reaction pathway optimization: application to surface processes

Wei Fang, Yu-Cheng Zhu, Yi-Han Cheng, Yi-Ping Hao, Jeremy O. Richardson

专题命中效率与蒸馏：diffusion(abstract)

2304.07313 2023-04-18 eess.IV cs.LG 50%

M2T: Masking Transformers Twice for Faster Decoding

Fabian Mentzer, Eirikur Agustsson, Michael Tschannen

专题命中效率与蒸馏：image generation(abstract)

2301.13112 2023-04-13 stat.ML cs.LG 50%

Benchmarking optimality of time series classification methods in distinguishing diffusions

Zehong Zhang, Fei Lu, Esther Xu Fei, Terry Lyons, Yannis Kevrekidis, Tom Woolf

专题命中效率与蒸馏：diffusion(abstract)

Comments 23 pages, 8 figures

2304.03933 2023-04-11 stat.ME cs.LG stat.CO stat.ML 50%

Efficient Multimodal Sampling via Tempered Distribution Flow

Yixuan Qiu, Xiao Wang

专题命中效率与蒸馏：image generation(abstract)

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

1. 效率与蒸馏 2544 篇

End-to-end GPU acceleration of low-order-refined preconditioning for high-order finite element discretizations

Explaining the effects of non-convergent sampling in the training of Energy-Based Models

Emergence of pseudo-time during optimal Monte Carlo sampling and temporal aspects of symmetry breaking and restoration

A Score-Based Model for Learning Neural Wavefunctions

Efficient Neural Music Generation

Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models

Optimal calibration of optical tweezers with arbitrary integration time and sampling frequencies -- A general framework

Structural Engineering of Colloidal Quantum Dots: Towards Realization of Highly Efficient, Aerobic-Stable, and Droop-Free QLEDs

Reaction dynamics on amorphous solid water surfaces using interatomic machine learned potentials. Microscopic energy partition revealed from the P + H -> PH reaction

Robust Gaussian Process Regression method for efficient reaction pathway optimization: application to surface processes

M2T: Masking Transformers Twice for Faster Decoding

Benchmarking optimality of time series classification methods in distinguishing diffusions

Efficient Multimodal Sampling via Tempered Distribution Flow

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