图像生成 - arXivDaily 专题

2403.18159 2024-03-29 cs.LG cs.AI cs.CL 50%

Oh! We Freeze: Improving Quantized Knowledge Distillation via Signal Propagation Analysis for Large Language Models

Kartikeya Bhardwaj, Nilesh Prasad Pandey, Sweta Priyadarshi, Kyunggeun Lee, Jun Ma, Harris Teague

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted at Practical ML for Low Resource Settings Workshop at ICLR 2024

2403.09673 2024-03-20 q-bio.BM cs.AI cs.LG 50%

FoldToken: Learning Protein Language via Vector Quantization and Beyond

Zhangyang Gao, Cheng Tan, Jue Wang, Yufei Huang, Lirong Wu, Stan Z. Li

专题命中效率与蒸馏：inpainting(abstract)

2403.07233 2024-03-13 quant-ph 50%

Exploring Multiscale Quantum Media: High-Precision Efficient Numerical Solution of the Fractional Schrödinger equation, Eigenfunctions with Physical Potentials, and Fractionally-Enhanced Quantum Tunneling

Joshua M. Lewis, Lincoln D. Carr

专题命中效率与蒸馏：diffusion(abstract)

2301.00065 2024-03-06 math.DS math.PR 50%

Learning Koopman eigenfunctions of stochastic diffusions with optimal importance sampling and ISOKANN

Alexander Sikorski, Enric Ribera Borrell, Marcus Weber

专题命中效率与蒸馏：diffusion(abstract)

2403.01201 2024-03-05 astro-ph.SR physics.plasm-ph physics.space-ph 50%

Modelling ion acceleration and transport in corotating interaction regions: the mass-to-charge ratio dependence of the particle spectrum

Zheyi Ding, Gang Li, Nicolas Wijsen, Stefaan Poedts, Shuo Yao

专题命中效率与蒸馏：diffusion(abstract)

Comments 18 pages, 4 figures, accepeted by APJ Letters

2309.05704 2024-02-27 physics.ins-det cs.LG hep-ex hep-ph physics.data-an 50%

CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation

Erik Buhmann, Frank Gaede, Gregor Kasieczka, Anatolii Korol, William Korcari, Katja Krüger, Peter McKeown

专题命中效率与蒸馏：diffusion(abstract)

Comments 30 pages, 7 figures, 3 tables, code available at https://github.com/FLC-QU-hep/CaloClouds-2

2311.13845 2024-02-21 cs.LG cs.AI stat.ML 50%

Touring sampling with pushforward maps

Vivien Cabannes, Charles Arnal

专题命中效率与蒸馏：diffusion(abstract)

Comments 5 pages

Journal ref ICASSP, 2024

2305.11463 2024-02-21 cs.LG math.PR stat.ML 50%

Generative Sliced MMD Flows with Riesz Kernels

Johannes Hertrich, Christian Wald, Fabian Altekrüger, Paul Hagemann

专题命中效率与蒸馏：image generation(abstract)

Comments Published as a conference paper at ICLR 2024

2402.10912 2024-02-20 astro-ph.HE 50%

Particle acceleration in pulsars and pulsar wind nebulae

Elena Amato

专题命中效率与蒸馏：diffusion(abstract)

Comments 39 pages, 11 figures. To appear in "Foundations of Cosmic Ray Astrophysics", Proceedings of the International School of Physics "Enrico Fermi", Course 208, Varenna, 24-29 June 2022, edited by F. Aharonian, E. Amato, and P. Blasi

2212.14424 2024-02-19 stat.ML cs.LG 50%

Normalizing flow neural networks by JKO scheme

Chen Xu, Xiuyuan Cheng, Yao Xie

专题命中效率与蒸馏：diffusion(abstract)

Comments NeurIPS 2023 spotlight

2402.10357 2024-02-19 math.ST cs.LG math.PR stat.CO stat.ML stat.TH 50%

Efficient Sampling on Riemannian Manifolds via Langevin MCMC

Xiang Cheng, Jingzhao Zhang, Suvrit Sra

专题命中效率与蒸馏：diffusion(abstract)

Comments This is an old paper from NeurIPS 2022. arXiv admin note: text overlap with arXiv:2204.13665

2401.17806 2024-02-13 math.NA cs.NA 50%

A new class of efficient high order semi-Lagrangian IMEX discontinuous Galerkin methods on staggered unstructured meshes

M. Tavelli, W. Boscheri

专题命中效率与蒸馏：diffusion(abstract)

2401.17081 2024-02-08 quant-ph 50%

Shortcuts to adiabatic Thouless pumping

Wenjie Liu, Yongguan Ke, Chaohong Lee

专题命中效率与蒸馏：diffusion(abstract)

Comments Comments and suggestions are welcome

2402.02284 2024-02-06 math.NA cs.NA 50%

Variable-order fractional Laplacian and its accurate and efficient computations with meshfree methods

Yixuan Wu, Yanzhi Zhang

专题命中效率与蒸馏：diffusion(abstract)

Comments 27 pages, 8 figures

2311.11459 2024-02-06 cond-mat.stat-mech 50%

Data-efficient generation of protein conformational ensembles with backbone-to-side chain transformers

Shriram Chennakesavalu, Grant M. Rotskoff

专题命中效率与蒸馏：image generation(abstract)

2311.07554 2024-02-06 cs.DS cs.DC 50%

Fast and Space-Efficient Parallel Algorithms for Influence Maximization

Letong Wang, Xiangyun Ding, Yan Gu, Yihan Sun

专题命中效率与蒸馏：diffusion(abstract)

2306.09332 2024-01-31 cs.LG cs.DS 50%

Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions

Yilong Qin, Andrej Risteski

专题命中效率与蒸馏：diffusion(abstract)

Comments 41 pages

2401.06936 2024-01-17 cs.LG physics.comp-ph 50%

Accelerated Sampling of Rare Events using a Neural Network Bias Potential

Xinru Hua, Rasool Ahmad, Jose Blanchet, Wei Cai

专题命中效率与蒸馏：diffusion(abstract)

2311.13862 2024-01-08 math.NA cs.NA 50%

A reduced basis warm-start iterative solver for the parameterized linear systems

Shijin Hou, Yanlai Chen, Yinhua Xia

专题命中效率与蒸馏：diffusion(abstract)

2207.10488 2024-01-08 cond-mat.stat-mech cs.LG stat.CO 50%

Metropolis Monte Carlo sampling: convergence, localization transition and optimality

Alexei D. Chepelianskii, Satya N. Majumdar, Hendrik Schawe, Emmanuel Trizac

专题命中效率与蒸馏：diffusion(abstract)

Journal ref Journal of Statistical Mechanics 123205, (2023)

2401.01082 2024-01-03 math.AP 50%

Quantization effects for multi-component Ginzburg-Landau vortices

Rejeb Hadiji, Jongmin Han, Juhee Sohn

专题命中效率与蒸馏：diffusion(abstract)

2312.15628 2023-12-27 cs.SD eess.AS 50%

Balanced SNR-Aware Distillation for Guided Text-to-Audio Generation

Bingzhi Liu, Yin Cao, Haohe Liu, Yi Zhou

专题命中效率与蒸馏：diffusion(abstract)

Comments 5 pages

2312.12063 2023-12-20 cs.NI cs.AI cs.GT 50%

Resource-efficient Generative Mobile Edge Networks in 6G Era: Fundamentals, Framework and Case Study

Bingkun Lai, Jinbo Wen, Jiawen Kang, Hongyang Du, Jiangtian Nie, Changyan Yi, Dong In Kim, Shengli Xie

专题命中效率与蒸馏：diffusion(abstract)

2312.09404 2023-12-19 cs.LG cond-mat.stat-mech physics.chem-ph 50%

Unbiasing Enhanced Sampling on a High-dimensional Free Energy Surface with Deep Generative Model

Yikai Liu, Tushar K. Ghosh, Guang Lin, Ming Chen

专题命中效率与蒸馏：diffusion(abstract)

2312.05445 2023-12-12 cond-mat.mtrl-sci 50%

Molecular Autonomous Pathfinder using Deep Reinforcement Learning

Ken-ichi Nomura, Ankit Mishra, Tian Sang, Rajiv K. Kalia, Aiichiro Nakano, Priya Vashishta

专题命中效率与蒸馏：diffusion(abstract)

2210.06539 2023-12-11 quant-ph cs.LG math.OC 50%

Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants

Andrew M. Childs, Tongyang Li, Jin-Peng Liu, Chunhao Wang, Ruizhe Zhang

专题命中效率与蒸馏：diffusion(abstract)

Comments To appear in the proceedings of NeurIPS 2022

Journal ref Advances in Neural Information Processing Systems (NeurIPS 2022) 35, 23205 (2022)

2306.10802 2023-12-07 astro-ph.HE 50%

Numerical Modeling of Time Dependent Diffusive Shock Acceleration

Sophie Aerdker, Lukas Merten, Julia Becker Tjus, Dominik Walter, Frederic Effenberger, Horst Fichtner

专题命中效率与蒸馏：diffusion(abstract)

2311.12021 2023-11-21 physics.flu-dyn cond-mat.stat-mech 50%

Macroscopic description of a heavy particle immersed within a flow of light particles

Radek Erban, Robert A. Van Gorder

专题命中效率与蒸馏：diffusion(abstract)

2311.06115 2023-11-17 math.NA cs.NA 50%

Efficient and Scalable Kernel Matrix Approximations using Hierarchical Decomposition

Keerthi Gaddameedi, Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz

专题命中效率与蒸馏：diffusion(abstract)

Comments * Author one and author two - Equal contribution. Accepted for IC 2023 held in conjunction with the BenchCouncil https://www.benchcouncil.org/ic2023/

2301.11816 2023-11-02 cs.RO 50%

Bi-AM-RRT*: A Fast and Efficient Sampling-Based Motion Planning Algorithm in Dynamic Environments

Ying Zhang, Heyong Wang, Maoliang Yin, Jiankun Wang, Changchun Hua

专题命中效率与蒸馏：diffusion(abstract)

Comments Submitted to IEEE Transactions on Intelligent Vehicles

Journal ref IEEE Transactions on Intelligent Vehicles, 2023

1. 效率与蒸馏 2544 篇

Oh! We Freeze: Improving Quantized Knowledge Distillation via Signal Propagation Analysis for Large Language Models

FoldToken: Learning Protein Language via Vector Quantization and Beyond

Exploring Multiscale Quantum Media: High-Precision Efficient Numerical Solution of the Fractional Schrödinger equation, Eigenfunctions with Physical Potentials, and Fractionally-Enhanced Quantum Tunneling

Learning Koopman eigenfunctions of stochastic diffusions with optimal importance sampling and ISOKANN

Modelling ion acceleration and transport in corotating interaction regions: the mass-to-charge ratio dependence of the particle spectrum

CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation

Touring sampling with pushforward maps

Generative Sliced MMD Flows with Riesz Kernels

Particle acceleration in pulsars and pulsar wind nebulae

Normalizing flow neural networks by JKO scheme

Efficient Sampling on Riemannian Manifolds via Langevin MCMC

A new class of efficient high order semi-Lagrangian IMEX discontinuous Galerkin methods on staggered unstructured meshes

Shortcuts to adiabatic Thouless pumping

Variable-order fractional Laplacian and its accurate and efficient computations with meshfree methods

Data-efficient generation of protein conformational ensembles with backbone-to-side chain transformers

Fast and Space-Efficient Parallel Algorithms for Influence Maximization

Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions

Accelerated Sampling of Rare Events using a Neural Network Bias Potential

A reduced basis warm-start iterative solver for the parameterized linear systems

Metropolis Monte Carlo sampling: convergence, localization transition and optimality

Quantization effects for multi-component Ginzburg-Landau vortices

Balanced SNR-Aware Distillation for Guided Text-to-Audio Generation

Resource-efficient Generative Mobile Edge Networks in 6G Era: Fundamentals, Framework and Case Study

Unbiasing Enhanced Sampling on a High-dimensional Free Energy Surface with Deep Generative Model

Molecular Autonomous Pathfinder using Deep Reinforcement Learning

Quantum Algorithms for Sampling Log-Concave Distributions and Estimating Normalizing Constants

Numerical Modeling of Time Dependent Diffusive Shock Acceleration

Macroscopic description of a heavy particle immersed within a flow of light particles

Efficient and Scalable Kernel Matrix Approximations using Hierarchical Decomposition

Bi-AM-RRT*: A Fast and Efficient Sampling-Based Motion Planning Algorithm in Dynamic Environments