图像生成 - arXivDaily 专题

2501.19082 2025-02-14 cs.LG cs.DC math.OC stat.ML 50%

A Bias-Correction Decentralized Stochastic Gradient Algorithm with Momentum Acceleration

Yuchen Hu, Xi Chen, Weidong Liu, Xiaojun Mao

专题命中效率与蒸馏：diffusion(abstract)

2502.04849 2025-02-10 stat.ML cs.LG math.PR 50%

Advancing Wasserstein Convergence Analysis of Score-Based Models: Insights from Discretization and Second-Order Acceleration

Yifeng Yu, Lu Yu

专题命中效率与蒸馏：diffusion(abstract)

2502.01337 2025-02-10 cs.CE 50%

Neural Preconditioning Operator for Efficient PDE Solves

Zhihao Li, Di Xiao, Zhilu Lai, Wei Wang

专题命中效率与蒸馏：diffusion(abstract)

2410.21035 2025-02-10 cs.LG cs.CL 50%

Beyond Autoregression: Fast LLMs via Self-Distillation Through Time

Justin Deschenaux, Caglar Gulcehre

专题命中效率与蒸馏：diffusion(abstract)

2410.08001 2025-02-07 cs.RO cs.AI 50%

Towards Synergistic, Generalized, and Efficient Dual-System for Robotic Manipulation

Qingwen Bu, Hongyang Li, Li Chen, Jisong Cai, Jia Zeng, Heming Cui, Maoqing Yao, Yu Qiao

专题命中效率与蒸馏：diffusion(abstract)

Comments Project page: https://opendrivelab.com/RoboDual/

2502.03322 2025-02-06 math.NA cs.CE cs.NA q-bio.TO 50%

An efficient end-to-end computational framework for the generation of ECG calibrated volumetric models of human atrial electrophysiology

Elena Zappon, Luca Azzolin, Matthias A. F. Gsell, Franz Thaler, Anton J. Prassl, Robert Arnold, Karli Gillette, Mohammadreza Kariman, Martin Manninger-Wünscher, Daniel Scherr, Aurel Neic, Martin Urschler, Christoph M. Augustin, Edward J. Vigmond, Gernot Plank

专题命中效率与蒸馏：diffusion(abstract)

Comments 39 pages, 13 figures, 11 tables

2502.00355 2025-02-04 cs.LG stat.ML 50%

Sampling in High-Dimensions using Stochastic Interpolants and Forward-Backward Stochastic Differential Equations

Anand Jerry George, Nicolas Macris

专题命中效率与蒸馏：diffusion(abstract)

Comments 8 pages

2501.17827 2025-01-30 cs.LG 50%

Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning

Haque Ishfaq, Guangyuan Wang, Sami Nur Islam, Doina Precup

专题命中效率与蒸馏：diffusion(abstract)

Comments Published in The Thirteenth International Conference on Learning Representations (ICLR) 2025. The first two authors contributed equally

2310.09200 2025-01-30 astro-ph.IM 50%

BIPP: An efficient HPC implementation of the Bluebild algorithm for radio astronomy

Emma Tolley, Simon Frasch, Etienne Orliac, Shreyam Krishna, Michele Bianco, Sepand Kashani, Paul Hurley, Matthieu Simeoni, Jean-Paul Kneib

专题命中效率与蒸馏：image synthesis(abstract)

Comments 21 pages, 13 figures

2501.13828 2025-01-24 cs.AR cs.LG 50%

PhotoGAN: Generative Adversarial Neural Network Acceleration with Silicon Photonics

Tharini Suresh, Salma Afifi, Sudeep Pasricha

专题命中效率与蒸馏：image synthesis(abstract)

2306.17737 2025-01-23 stat.CO cs.NA math.NA 50%

Proximal Langevin Sampling With Inexact Proximal Mapping

Matthias J. Ehrhardt, Lorenz Kuger, Carola-Bibiane Schönlieb

专题命中效率与蒸馏：diffusion(abstract)

Comments 29 pages, 11 figures

Journal ref SIAM Journal on Imaging Sciences 2024 17:3, 1729-1760

2404.02819 2025-01-22 quant-ph 50%

Efficient Quantum Circuits for Non-Unitary and Unitary Diagonal Operators with Space-Time-Accuracy trade-offs

Julien Zylberman, Ugo Nzongani, Andrea Simonetto, Fabrice Debbasch

专题命中效率与蒸馏：diffusion(abstract)

2501.09747 2025-01-17 cs.RO cs.LG 50%

FAST: Efficient Action Tokenization for Vision-Language-Action Models

Karl Pertsch, Kyle Stachowicz, Brian Ichter, Danny Driess, Suraj Nair, Quan Vuong, Oier Mees, Chelsea Finn, Sergey Levine

专题命中效率与蒸馏：diffusion(abstract)

Comments Website: https://www.pi.website/research/fast

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)

1. 效率与蒸馏 2557 篇

A Bias-Correction Decentralized Stochastic Gradient Algorithm with Momentum Acceleration

Advancing Wasserstein Convergence Analysis of Score-Based Models: Insights from Discretization and Second-Order Acceleration

Neural Preconditioning Operator for Efficient PDE Solves

Beyond Autoregression: Fast LLMs via Self-Distillation Through Time

Towards Synergistic, Generalized, and Efficient Dual-System for Robotic Manipulation

An efficient end-to-end computational framework for the generation of ECG calibrated volumetric models of human atrial electrophysiology

Sampling in High-Dimensions using Stochastic Interpolants and Forward-Backward Stochastic Differential Equations

Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning

BIPP: An efficient HPC implementation of the Bluebild algorithm for radio astronomy

PhotoGAN: Generative Adversarial Neural Network Acceleration with Silicon Photonics

Proximal Langevin Sampling With Inexact Proximal Mapping

Efficient Quantum Circuits for Non-Unitary and Unitary Diagonal Operators with Space-Time-Accuracy trade-offs

FAST: Efficient Action Tokenization for Vision-Language-Action Models

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