图像生成 - arXivDaily 专题

2403.11262 2024-03-19 cs.LG cond-mat.stat-mech cs.AI hep-th 82%

Understanding Diffusion Models by Feynman's Path Integral

Yuji Hirono, Akinori Tanaka, Kenji Fukushima

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments 27 pages, 14 figures

2403.08469 2024-03-14 cs.LG cs.HC 82%

An Analysis of Human Alignment of Latent Diffusion Models

Lorenz Linhardt, Marco Morik, Sidney Bender, Naima Elosegui Borras

专题命中扩散模型：diffusion(title,abstract)；image synthesis(abstract)

Comments Accepted at the ICLR 2024 Workshop on Representational Alignment

2310.00902 2024-03-14 cs.LG stat.ML 82%

DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models

Yongchan Kwon, Eric Wu, Kevin Wu, James Zou

专题命中扩散模型：diffusion(title,abstract)；text-to-image(abstract)

Comments ICLR 2024

2402.17090 2024-03-04 cond-mat.dis-nn 82%

Renormalization Group flow, Optimal Transport and Diffusion-based Generative Model

Artan Sheshmani, Yi-Zhuang You, Baturalp Buyukates, Amir Ziashahabi, Salman Avestimehr

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments 18 pages, 7 figures

2402.15170 2024-02-26 cs.LG cs.AI 82%

The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling

Jiajun Ma, Shuchen Xue, Tianyang Hu, Wenjia Wang, Zhaoqiang Liu, Zhenguo Li, Zhi-Ming Ma, Kenji Kawaguchi

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

2402.02182 2024-02-06 cs.IR cs.LG 82%

Diffusion Cross-domain Recommendation

Yuner Xuan

专题命中扩散模型：diffusion(title,abstract)；image synthesis(abstract)

2402.01877 2024-02-06 cs.HC cs.AI cs.LG 82%

Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models

Justin Blalock, David Munechika, Harsha Karanth, Alec Helbling, Pratham Mehta, Seongmin Lee, Duen Horng Chau

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments 7 pages, 3 figures

2401.08655 2024-01-26 cs.CV cs.AI cs.GR cs.LG cs.MM 82%

SAiD: Speech-driven Blendshape Facial Animation with Diffusion

Inkyu Park, Jaewoong Cho

专题命中扩散模型：diffusion(title,abstract)；分类 cs.CV、cs.GR、cs.MM

Comments Fix bug related to the font size

2401.10934 2024-01-23 cs.IR cs.AI 82%

A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model

Hao Yang, Jianxin Yuan, Shuai Yang, Linhe Xu, Shuo Yuan, Yifan Zeng

专题命中扩散模型：diffusion(title,abstract)；inpainting(abstract)

2401.02913 2024-01-08 cs.IR 82%

Plug-in Diffusion Model for Sequential Recommendation

Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin, Zhanhui Kang

专题命中扩散模型：diffusion(title,abstract)；image synthesis(abstract)

Comments Accepted by AAAI 2024

2210.09929 2024-01-02 stat.ML cs.CR cs.LG 82%

Differentially Private Diffusion Models

Tim Dockhorn, Tianshi Cao, Arash Vahdat, Karsten Kreis

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments Accepted at TMLR (https://openreview.net/forum?id=ZPpQk7FJXF)

2312.14977 2023-12-27 cs.LG cs.AI 82%

Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians

Catherine F. Higham, Desmond J. Higham, Peter Grindrod

专题命中扩散模型：diffusion(title,abstract)；text-to-image(abstract)

2310.06150 2023-12-27 cs.LG 82%

Latent Diffusion Model for DNA Sequence Generation

Zehui Li, Yuhao Ni, Tim August B. Huygelen, Akashaditya Das, Guoxuan Xia, Guy-Bart Stan, Yiren Zhao

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments 2023 Conference on Neural Information Processing Systems (NeurIPS 2023) AI for Science Workshop

2303.00800 2023-12-19 cs.LG stat.ML 82%

Continuous-Time Functional Diffusion Processes

Giulio Franzese, Giulio Corallo, Simone Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments Under review

2312.08153 2023-12-14 physics.comp-ph cs.LG 82%

$ρ$-Diffusion: A diffusion-based density estimation framework for computational physics

Maxwell X. Cai, Kin Long Kelvin Lee

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments 6 pages, 2 figures, accepted for publication at the NeurIPS 2023 workshop "Machine Learning and the Physical Sciences"

2305.09515 2023-12-14 cs.CL 82%

AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation

Tong Wu, Zhihao Fan, Xiao Liu, Yeyun Gong, Yelong Shen, Jian Jiao, Hai-Tao Zheng, Juntao Li, Zhongyu Wei, Jian Guo, Nan Duan, Weizhu Chen

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments Accept By NIPS 2023

2303.00836 2023-12-13 physics.ao-ph cs.LG 82%

Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models

Alex Rybchuk, Malik Hassanaly, Nicholas Hamilton, Paula Doubrawa, Mitchell J. Fulton, Luis A. Martínez-Tossas

专题命中扩散模型：diffusion(title,abstract)；inpainting(abstract)

Comments 35 pages, 19 figures

Journal ref Physics of Fluids, 35, 12 (2023) 126604

2306.01804 2023-12-12 cs.LG cs.AI 82%

Extracting Reward Functions from Diffusion Models

Felipe Nuti, Tim Franzmeyer, João F. Henriques

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments NeurIPS 2023

2312.05140 2023-12-11 cs.LG cs.CR 82%

Membership Inference Attacks on Diffusion Models via Quantile Regression

Shuai Tang, Zhiwei Steven Wu, Sergul Aydore, Michael Kearns, Aaron Roth

专题命中扩散模型：diffusion(title,abstract)；image synthesis(abstract)

2311.00613 2023-12-06 cs.SD cs.LG eess.AS 82%

Controllable Music Production with Diffusion Models and Guidance Gradients

Mark Levy, Bruno Di Giorgi, Floris Weers, Angelos Katharopoulos, Tom Nickson

专题命中扩散模型：diffusion(title,abstract)；inpainting(abstract)

2311.16538 2023-11-29 cs.LG cs.CR 82%

Federated Learning with Diffusion Models for Privacy-Sensitive Vision Tasks

Ye Lin Tun, Chu Myaet Thwal, Ji Su Yoon, Sun Moo Kang, Chaoning Zhang, Choong Seon Hong

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

2310.13102 2023-11-27 cs.LG cs.AI 82%

Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models

Gabriele Corso, Yilun Xu, Valentin de Bortoli, Regina Barzilay, Tommi Jaakkola

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

2303.11408 2023-11-13 cs.CY 82%

Stable Bias: Analyzing Societal Representations in Diffusion Models

Alexandra Sasha Luccioni, Christopher Akiki, Margaret Mitchell, Yacine Jernite

专题命中扩散模型：diffusion(title,abstract)；text-to-image(abstract)

Comments Accepted to NeurIPS Datasets and Benchmarks 2023 (spotlight)

2306.03518 2023-10-31 cond-mat.dis-nn 82%

Generative diffusion in very large dimensions

Giulio Biroli, Marc Mézard

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments 10 pages

Journal ref J. Stat. Mech. (2023) 093402

2310.17570 2023-10-27 cs.CL 82%

DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation

Yongxin Zhu, Zhujin Gao, Xinyuan Zhou, Zhongyi Ye, Linli Xu

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments Accepted in EMNLP2023 main conference

2310.10691 2023-10-18 cs.LG cs.AR 82%

Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation

Prasha Srivastava, Pawan Kumar, Zia Abbas

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments 7 pages, submitted to NeurIPS workshop 2023

2305.16317 2023-10-17 cs.LG cs.AI 82%

Parallel Sampling of Diffusion Models

Andy Shih, Suneel Belkhale, Stefano Ermon, Dorsa Sadigh, Nima Anari

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments 37th Conference on Neural Information Processing Systems

2309.11601 2023-09-26 cs.LG 82%

Latent Diffusion Models for Structural Component Design

Ethan Herron, Jaydeep Rade, Anushrut Jignasu, Baskar Ganapathysubramanian, Aditya Balu, Soumik Sarkar, Adarsh Krishnamurthy

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

2309.02530 2023-09-13 cs.LG stat.ML 82%

Diffusion on the Probability Simplex

Griffin Floto, Thorsteinn Jonsson, Mihai Nica, Scott Sanner, Eric Zhengyu Zhu

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

2202.09671 2023-09-08 stat.ML cs.LG 82%

Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders

Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou

专题命中扩散模型：diffusion(title,abstract)；image generation(abstract)

Comments ICLR 2023 camera-ready version

1. 扩散模型 70051 篇

Understanding Diffusion Models by Feynman's Path Integral

An Analysis of Human Alignment of Latent Diffusion Models

DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models

Renormalization Group flow, Optimal Transport and Diffusion-based Generative Model

The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling

Diffusion Cross-domain Recommendation

Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models

SAiD: Speech-driven Blendshape Facial Animation with Diffusion

A New Creative Generation Pipeline for Click-Through Rate with Stable Diffusion Model

Plug-in Diffusion Model for Sequential Recommendation

Differentially Private Diffusion Models

Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians

Latent Diffusion Model for DNA Sequence Generation

Continuous-Time Functional Diffusion Processes

$ρ$-Diffusion: A diffusion-based density estimation framework for computational physics

AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation

Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models

Extracting Reward Functions from Diffusion Models

Membership Inference Attacks on Diffusion Models via Quantile Regression

Controllable Music Production with Diffusion Models and Guidance Gradients

Federated Learning with Diffusion Models for Privacy-Sensitive Vision Tasks

Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models

Stable Bias: Analyzing Societal Representations in Diffusion Models

Generative diffusion in very large dimensions

DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation

Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation

Parallel Sampling of Diffusion Models

Latent Diffusion Models for Structural Component Design

Diffusion on the Probability Simplex

Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders