图像生成 - arXivDaily 专题

2501.08571 2025-01-16 physics.bio-ph cond-mat.soft cond-mat.stat-mech 50%

Confinement-Driven Acceleration of First-Passage Rates

Won Kyu Kim

专题命中效率与蒸馏：diffusion(abstract)

2501.07897 2025-01-15 cs.SD eess.AS 50%

Bridge-SR: Schrödinger Bridge for Efficient SR

Chang Li, Zehua Chen, Fan Bao, Jun Zhu

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted at ICASSP 2025

2412.20041 2025-01-01 eess.SP 50%

On Random Sampling of Diffused Graph Signals with Sparse Inputs on Vertex Domain

Yingcheng Lai, Li Chai, Jinming Xu

专题命中效率与蒸馏：diffusion(abstract)

Comments 14 pages, 6 figures. arXiv admin note: text overlap with arXiv:1612.09565 by other authors

2408.12561 2024-12-31 cs.LG cs.AI 50%

ssProp: Energy-Efficient Training for Convolutional Neural Networks with Scheduled Sparse Back Propagation

Lujia Zhong, Shuo Huang, Yonggang Shi

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted by AAAI24 Workshop: Scalable and Efficient Artificial Intelligence Systems

2408.03638 2024-12-25 astro-ph.HE 50%

Superdiffusion of energetic particles at shocks: A Lévy Flight model for acceleration

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

专题命中效率与蒸馏：diffusion(abstract)

Journal ref A&A 693, A15 (2025)

2410.06465 2024-12-23 eess.IV 50%

On the Solution of Linearized Inverse Scattering Problems in Near-Field Microwave Imaging by Operator Inversion and Matched Filtering

Matthias M. Saurer, Han Na, Marius Brinkmann, Thomas F. Eibert

专题命中效率与蒸馏：image generation(abstract)

Comments ©2024 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

2412.09265 2024-12-20 cs.RO cs.LG stat.ML 50%

Score and Distribution Matching Policy: Advanced Accelerated Visuomotor Policies via Matched Distillation

Bofang Jia, Pengxiang Ding, Can Cui, Mingyang Sun, Pengfang Qian, Siteng Huang, Zhaoxin Fan, Donglin Wang

专题命中效率与蒸馏：diffusion(abstract)

2412.12971 2024-12-18 cs.LG 50%

ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting

Guillaume Couairon, Renu Singh, Anastase Charantonis, Christian Lessig, Claire Monteleoni

专题命中效率与蒸馏：diffusion(abstract)

Comments Preprint

2412.12441 2024-12-18 cs.LG cs.AI 50%

Numerical Pruning for Efficient Autoregressive Models

Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu

专题命中效率与蒸馏：image generation(abstract)

Comments Accepted by AAAI 2025

2408.09027 2024-12-18 cs.SD cs.AI eess.AS 50%

Efficient Autoregressive Audio Modeling via Next-Scale Prediction

Kai Qiu, Xiang Li, Hao Chen, Jie Sun, Jinglu Wang, Zhe Lin, Marios Savvides, Bhiksha Raj

专题命中效率与蒸馏：diffusion(abstract)

Comments 7 pages, 6 figures, 7 tables

1907.11891 2024-12-17 stat.ML cs.LG 50%

Variational f-divergence Minimization

Mingtian Zhang, Thomas Bird, Raza Habib, Tianlin Xu, David Barber

专题命中效率与蒸馏：image generation(abstract)

2412.05582 2024-12-10 eess.SP cs.IT cs.LG math.IT 50%

DM-SBL: Channel Estimation under Structured Interference

Yifan Wang, Chengjie Yu, Jiang Zhu, Fangyong Wang, Xingbin Tu, Yan Wei, Fengzhong Qu

专题命中效率与蒸馏：diffusion(abstract)

2410.14974 2024-12-09 cs.RO 50%

CAGE: Causal Attention Enables Data-Efficient Generalizable Robotic Manipulation

Shangning Xia, Hongjie Fang, Cewu Lu, Hao-Shu Fang

专题命中效率与蒸馏：diffusion(abstract)

Comments Submitted to ICRA 2025

2405.17581 2024-11-27 astro-ph.HE 50%

Tleco: A Toolkit for Modeling Radiative Signatures from Relativistic Outflows

Zachary Davis, Jesús M. Rueda-Becerril, Dimitrios Giannios

专题命中效率与蒸馏：diffusion(abstract)

2411.16550 2024-11-26 cs.LG cs.AI 50%

Representation Collapsing Problems in Vector Quantization

Wenhao Zhao, Qiran Zou, Rushi Shah, Dianbo Liu

专题命中效率与蒸馏：diffusion(abstract)

Comments 13 pages, under review

2411.15220 2024-11-26 cs.LG cs.NA math.NA stat.CO stat.ML 50%

Sampling with Adaptive Variance for Multimodal Distributions

Björn Engquist, Kui Ren, Yunan Yang

专题命中效率与蒸馏：diffusion(abstract)

Comments 26 pages, 6 figures

2411.14804 2024-11-25 astro-ph.HE 50%

Stochastic acceleration in arbitrary astrophysical environments

Dominik Walter, Björn Eichmann

专题命中效率与蒸馏：diffusion(abstract)

2407.18304 2024-11-25 astro-ph.GA astro-ph.HE astro-ph.IM physics.plasm-ph physics.space-ph 50%

A novel numerical method for mixed-frame multigroup radiation-hydrodynamics with GPU acceleration implemented in the QUOKKA code

Chong-Chong He, Benjamin D. Wibking, Mark R. Krumholz

专题命中效率与蒸馏：diffusion(abstract)

Comments 18 pages, 8 figures, MNRAS in press. The code described in this article is available at: https://github.com/quokka-astro/quokka

2402.04292 2024-11-25 cs.LG cs.AI 50%

AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies

Xixi Hu, Bo Liu, Xingchao Liu, Qiang Liu

专题命中效率与蒸馏：diffusion(abstract)

Comments NeuRIPS 2024

2111.04470 2024-11-25 cond-mat.stat-mech nlin.AO nlin.PS physics.comp-ph 50%

Self-organized quantization and oscillations on continuous fixed-energy sandpiles

Jakob Niehues, Gorm Gruner Jensen, Jan O. Haerter

专题命中效率与蒸馏：diffusion(abstract)

Comments 13 pages, 7 figures, plus supplement

2410.11104 2024-11-20 astro-ph.SR 50%

Radiative acceleration calculation methods and abundance anomalies in Am stars

Alain Hui-Bon-Hoa

专题命中效率与蒸馏：diffusion(abstract)

Comments 11 pages, 8 figures

Journal ref A&A 691, A266 (2024)

2404.18893 2024-11-20 cs.DS cs.LG stat.ML 50%

Learning general Gaussian mixtures with efficient score matching

Sitan Chen, Vasilis Kontonis, Kulin Shah

专题命中效率与蒸馏：diffusion(abstract)

Comments 57 pages

2411.10911 2024-11-19 cond-mat.mtrl-sci cs.LG physics.chem-ph 50%

Constructing accurate machine-learned potentials and performing highly efficient atomistic simulations to predict structural and thermal properties

Junlan Liu, Qian Yin, Mengshu He, Jun Zhou

专题命中效率与蒸馏：diffusion(abstract)

2411.09356 2024-11-15 cs.AI 50%

Multi-scale Generative Modeling for Fast Sampling

Xiongye Xiao, Shixuan Li, Luzhe Huang, Gengshuo Liu, Trung-Kien Nguyen, Yi Huang, Di Chang, Mykel J. Kochenderfer, Paul Bogdan

专题命中效率与蒸馏：diffusion(abstract)

2411.09117 2024-11-15 cs.LG cs.DS math.PR stat.ML 50%

Efficiently learning and sampling multimodal distributions with data-based initialization

Frederic Koehler, Holden Lee, Thuy-Duong Vuong

专题命中效率与蒸馏：diffusion(abstract)

2406.07555 2024-11-13 stat.CO stat.ME 50%

Sequential Monte Carlo for Cut-Bayesian Posterior Computation

Joseph Mathews, Giri Gopalan, James Gattiker, Sean Smith, Devin Francom

专题命中效率与蒸馏：diffusion(abstract)

Comments Revision accepted for Computational Statistics

2411.04323 2024-11-08 cs.LG cond-mat.mtrl-sci 50%

Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks

Tri Minh Nguyen, Sherif Abdulkader Tawfik, Truyen Tran, Sunil Gupta, Santu Rana, Svetha Venkatesh

专题命中效率与蒸馏：diffusion(abstract)

2411.00853 2024-11-05 cs.LG cs.AI cs.CL 50%

Accelerated AI Inference via Dynamic Execution Methods

Haim Barad, Jascha Achterberg, Tien Pei Chou, Jean Yu

专题命中效率与蒸馏：diffusion(abstract)

2411.00040 2024-11-04 math.NA cs.AI cs.LG cs.NA 50%

P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics

Qi Wang, Pu Ren, Hao Zhou, Xin-Yang Liu, Zhiwen Deng, Yi Zhang, Ruizhi Chengze, Hongsheng Liu, Zidong Wang, Jian-Xun Wang, Ji-Rong_Wen, Hao Sun, Yang Liu

专题命中效率与蒸馏：diffusion(abstract)

2406.19437 2024-10-31 astro-ph.CO astro-ph.GA astro-ph.IM 50%

pop-cosmos: Scaleable inference of galaxy properties and redshifts with a data-driven population model

Stephen Thorp, Justin Alsing, Hiranya V. Peiris, Sinan Deger, Daniel J. Mortlock, Boris Leistedt, Joel Leja, Arthur Loureiro

专题命中效率与蒸馏：diffusion(abstract)

Comments 24 pages, 15 figures. Accepted for publication in ApJ. Catalog of redshifts and galaxy properties available on Zenodo at https://zenodo.org/doi/10.5281/zenodo.13627488

Journal ref ApJ 975, 145 (2024)

1. 效率与蒸馏 2544 篇

Confinement-Driven Acceleration of First-Passage Rates

Bridge-SR: Schrödinger Bridge for Efficient SR

On Random Sampling of Diffused Graph Signals with Sparse Inputs on Vertex Domain

ssProp: Energy-Efficient Training for Convolutional Neural Networks with Scheduled Sparse Back Propagation

Superdiffusion of energetic particles at shocks: A Lévy Flight model for acceleration

On the Solution of Linearized Inverse Scattering Problems in Near-Field Microwave Imaging by Operator Inversion and Matched Filtering

Score and Distribution Matching Policy: Advanced Accelerated Visuomotor Policies via Matched Distillation

ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting

Numerical Pruning for Efficient Autoregressive Models

Efficient Autoregressive Audio Modeling via Next-Scale Prediction

Variational f-divergence Minimization

DM-SBL: Channel Estimation under Structured Interference

CAGE: Causal Attention Enables Data-Efficient Generalizable Robotic Manipulation

Tleco: A Toolkit for Modeling Radiative Signatures from Relativistic Outflows

Representation Collapsing Problems in Vector Quantization

Sampling with Adaptive Variance for Multimodal Distributions

Stochastic acceleration in arbitrary astrophysical environments

A novel numerical method for mixed-frame multigroup radiation-hydrodynamics with GPU acceleration implemented in the QUOKKA code

AdaFlow: Imitation Learning with Variance-Adaptive Flow-Based Policies

Self-organized quantization and oscillations on continuous fixed-energy sandpiles

Radiative acceleration calculation methods and abundance anomalies in Am stars

Learning general Gaussian mixtures with efficient score matching

Constructing accurate machine-learned potentials and performing highly efficient atomistic simulations to predict structural and thermal properties

Multi-scale Generative Modeling for Fast Sampling

Efficiently learning and sampling multimodal distributions with data-based initialization

Sequential Monte Carlo for Cut-Bayesian Posterior Computation

Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks

Accelerated AI Inference via Dynamic Execution Methods

P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics

pop-cosmos: Scaleable inference of galaxy properties and redshifts with a data-driven population model