图像生成 - arXivDaily 专题

2510.12325 2025-10-15 cs.IR cs.AI 50%

Causal Inspired Multi Modal Recommendation

Jie Yang, Chenyang Gu, Zixuan Liu

机构 * National University of Singapore Master of Industrial and Systems Engineering（新加坡国立大学工业与系统工程硕士）； East China Normal University Master of Library and Information Science（华东师范大学图书馆与信息科学硕士）； Shandong Normal University（山东师范大学）

专题命中个性化与一致性：diffusion(abstract)

2507.12142 2025-10-02 cs.LG cs.CL cs.NA math.DG math.NA 50%

LoRA meets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters

Vladimir Bogachev, Vladimir Aletov, Alexander Molozhavenko, Denis Bobkov, Vera Soboleva, Aibek Alanov, Maxim Rakhuba

机构 * HSE University（俄罗斯高等经济大学）

专题命中个性化与一致性：diffusion(abstract)

2509.25631 2025-10-01 cs.LG 50%

Swift: An Autoregressive Consistency Model for Efficient Weather Forecasting

Jason Stock, Troy Arcomano, Rao Kotamarthi

机构 * Argonne National Laboratory（阿贡国家实验室）； Allen Institute for AI（人工智能研究院）

专题命中个性化与一致性：diffusion(abstract)

Comments 17 pages and 15 figures

2509.17219 2025-09-23 cs.SD cs.LG 50%

Virtual Consistency for Audio Editing

Matthieu Cervera, Francesco Paissan, Mirco Ravanelli, Cem Subakan

机构 * 1 Mila-Qu\'ebec AI Institute, 2 Laval University, 3 Concordia University, 4 University of Montreal

专题命中个性化与一致性：diffusion(abstract)

2509.01819 2025-09-03 cs.RO 50%

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Ge Yan, Jiyue Zhu, Yuquan Deng, Shiqi Yang, Ri-Zhao Qiu, Xuxin Cheng, Marius Memmel, Ranjay Krishna, Ankit Goyal, Xiaolong Wang, Dieter Fox

机构 * University of Washington（华盛顿大学）； UC San Diego（圣地亚哥大学）； Nvidia（英伟达）

专题命中个性化与一致性：diffusion(abstract)

2508.20585 2025-08-29 cs.HC 50%

Persode: Personalized Visual Journaling with Episodic Memory-Aware AI Agent

Seokho Jin, Manseo Kim, Sungho Byun, Hansol Kim, Jungmin Lee, Sujeong Baek, Semi Kim, Sanghum Park, Sung Park

专题命中个性化与一致性：text-to-image(abstract)

2508.18118 2025-08-26 cs.IR cs.CL 50%

HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation

Junyi Chen, Lu Chi, Siliang Xu, Shiwei Ran, Bingyue Peng, Zehuan Yuan

机构 * ByteDance（字节跳动）

专题命中个性化与一致性：personalized generation(abstract)

2508.13642 2025-08-20 cs.LG 50%

Personalized Subgraph Federated Learning with Sheaf Collaboration

Wenfei Liang, Yanan Zhao, Rui She, Yiming Li, Wee Peng Tay

机构 * School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore（电子工程学院，南洋理工大学，新加坡）

专题命中个性化与一致性：diffusion(abstract)

Comments Full version of our ECAI 2025 accepted paper

2409.15173 2025-08-12 cs.IR cs.AI cs.ET 50%

Recommendation with Generative Models

Yashar Deldjoo, Zhankui He, Julian McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, Rene Vidal, Maheswaran Sathiamoorthy, Atoosa Kasrizadeh, Silvia Milano, Francesco Ricci

专题命中个性化与一致性：image generation(abstract)

Comments This submission is a full-length book, expanding significantly on two chapters previously submitted (arXiv:2409.10993v1, arXiv:2408.10946v1). It includes additional chapters, context, analysis, and content, providing a comprehensive presentation of the subject. We have ensured it is appropriately presented as a new, distinct work. arXiv admin note: substantial text overlap with arXiv:2409.10993

2508.04745 2025-08-08 cs.LG 50%

Edge-Assisted Collaborative Fine-Tuning for Multi-User Personalized Artificial Intelligence Generated Content (AIGC)

Nan Li, Wanting Yang, Marie Siew, Zehui Xiong, Binbin Chen, Shiwen Mao, Kwok-Yan Lam

专题命中个性化与一致性：diffusion(abstract)

2508.01408 2025-08-05 cs.CY 50%

Artificial Intelligence and Misinformation in Art: Can Vision Language Models Judge the Hand or the Machine Behind the Canvas?

Tarian Fu, Javier Conde, Gonzalo Martínez, Pedro Reviriego, Elena Merino-Gómez, Fernando Moral

专题命中个性化与一致性：image generation(abstract)

2501.19364 2025-07-29 cs.LG cs.AI 50%

CoSTI: Consistency Models for (a faster) Spatio-Temporal Imputation

Javier Solís-García, Belén Vega-Márquez, Juan A. Nepomuceno, Isabel A. Nepomuceno-Chamorro

专题命中个性化与一致性：diffusion(abstract)

Comments 14 pages, 7 figures, 13 tables

2502.08033 2025-07-22 cs.RO cs.LG 50%

Predictive Planner for Autonomous Driving with Consistency Models

Anjian Li, Sangjae Bae, David Isele, Ryne Beeson, Faizan M. Tariq

机构 * Honda Research Institute（本田研究院）； Princeton University（普林斯顿大学）

专题命中个性化与一致性：diffusion(abstract)

Comments Accepted at the 28th IEEE International Conference on Intelligent Transportation Systems (ITSC) 2025

2507.09103 2025-07-15 stat.ML cs.LG 50%

CoVAE: Consistency Training of Variational Autoencoders

Gianluigi Silvestri, Luca Ambrogioni

机构 * OnePlanet Research Center, imec-the Netherlands（OnePlanet研究所以及imec-荷兰）； Donders Institute for Brain, Cognition and Behaviour（大脑、认知与行为研究所）

专题命中个性化与一致性：diffusion(abstract)

2408.12620 2025-07-14 quant-ph 50%

A quantum GAN for entanglement detection and image classification

James E. Steck, Elizabeth C. Behrman

专题命中个性化与一致性：image generation(abstract)

Comments arXiv admin note: substantial text overlap with arXiv:2204.07011

2507.02865 2025-07-08 cs.HC cs.AI 50%

Enhancing the Aesthetic Appeal of AI-Generated Physical Product Designs through LoRA Fine-Tuning with Human Feedback

Dinuo Liao, James Derek Lomas, Cehao Yu

机构 * Faculty of Industrial Design Engineering, Delft University of Technology（工业设计工程系，代尔夫特理工大学）； Color, Imaging and Metaverse Research Center, The Hong Kong Polytechnic University（色彩、成像与元宇宙研究中心，香港理工大学）

专题命中个性化与一致性：diffusion(abstract)

Comments 6 pages, 7 figures. Submitted to AIGC2024

2506.10927 2025-06-13 cs.HC cs.AI 50%

The Role of Generative AI in Facilitating Social Interactions: A Scoping Review

T. T. J. E. Arets, G. Perugia, M. Houben, W. A. IJsselsteijn

机构 * Eindhoven University of Technology（埃因霍温理工大学）

专题命中个性化与一致性：image generation(abstract)

Comments Preprint version of a manuscript submitted to ACM Transactions on Computer-Human Interaction (TOCHI), under review. 39 pages, 4 figures

2506.03020 2025-06-04 eess.AS 50%

InfiniteAudio: Infinite-Length Audio Generation with Consistency

Chaeyoung Jung, Hojoon Ki, Ji-Hoon Kim, Junmo Kim, Joon Son Chung

专题命中个性化与一致性：diffusion(abstract)

2505.16892 2025-05-28 cs.RO 50%

FlashBack: Consistency Model-Accelerated Shared Autonomy

Luzhe Sun, Jingtian Ji, Xiangshan Tan, Matthew R. Walter

机构 * Toyota Technological Institute at Chicago（丰田技术研究所（芝加哥））

专题命中个性化与一致性：diffusion(abstract)

2505.01049 2025-05-27 cs.LG math.AP math.ST stat.ML stat.TH 50%

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees

Nishant Jain, Xunpeng Huang, Yian Ma, Tong Zhang

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； University of California San Diego（加州大学圣地亚哥分校）

专题命中个性化与一致性：diffusion(abstract)

Comments 31 pages

2505.18310 2025-05-27 physics.flu-dyn cs.NA math.NA 50%

Verifiability and Limit Consistency of Eddy Viscosity Large Eddy Simulation Reduced Order Models

Jorge Reyes, Ping-Hsuan Tsai, Ian Moore, Honghu Liu, Traian Iliescu

专题命中个性化与一致性：diffusion(abstract)

2412.17040 2025-05-21 cs.LG 50%

HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories

Eric Hedlin, Munawar Hayat, Fatih Porikli, Kwang Moo Yi, Shweta Mahajan

机构 * University of British Columbia（不列颠哥伦比亚大学）； Qualcomm AI Research（高通人工智能研究）

专题命中个性化与一致性：image generation(abstract)

2502.14289 2025-05-09 cs.CL 50%

Drift: Decoding-time Personalized Alignments with Implicit User Preferences

Minbeom Kim, Kang-il Lee, Seongho Joo, Hwaran Lee, Thibaut Thonet, Kyomin Jung

机构 * Seoul National University（首尔国立大学）； Sogang University（ソガン大学）； NAVER AI Lab（NAVER AI实验室）； NAVER Labs Europe（NAVER欧洲实验室）

专题命中个性化与一致性：personalized generation(abstract)

Comments 19 pages, 6 figures

2503.17003 2025-05-06 cs.CL 50%

A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications

Jian Guan, Junfei Wu, Jia-Nan Li, Chuanqi Cheng, Wei Wu

机构 * Ant Group（蚂蚁集团）； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）； Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学人工智能学院）

专题命中个性化与一致性：personalized generation(abstract)

Comments Survey paper; 11 pages; Literature reviewed up to ICLR 2025

2504.05731 2025-04-09 cs.IR cs.CL 50%

Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation

Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li

专题命中个性化与一致性：personalized generation(abstract)

Comments Accepted by SIGIR 2025

2503.07255 2025-03-13 physics.plasm-ph astro-ph.SR math-ph math.MP stat.AP 50%

Testing for Markovian character of transfer of fluctuations in solar wind turbulence on kinetic scales

Dariusz Wójcik, Wiesław M. Macek

专题命中个性化与一致性：diffusion(abstract)

Comments 16 pages, 9 figures, 2 Appendices

Journal ref Phys. Rev. E 110, 025203 - Published 12 August, 2024, Vol. 110, Iss. 2 - August 2024

2503.06171 2025-03-11 cs.LG cs.AI 50%

ROCM: RLHF on consistency models

Shivanshu Shekhar, Tong Zhang

专题命中个性化与一致性：diffusion(abstract)

2405.18503 2025-03-11 cs.SD cs.LG eess.AS 50%

SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation

Koichi Saito, Dongjun Kim, Takashi Shibuya, Chieh-Hsin Lai, Zhi Zhong, Yuhta Takida, Yuki Mitsufuji

专题命中个性化与一致性：diffusion(abstract)

Comments Audio samples: https://anonymus-soundctm.github.io/soundctm_iclr/. Codes: https://github.com/sony/soundctm. Checkpoints: https://huggingface.co/Sony/soundctm

2503.05213 2025-03-10 cs.CL 50%

Personalized Text Generation with Contrastive Activation Steering

Jinghao Zhang, Yuting Liu, Wenjie Wang, Qiang Liu, Shu Wu, Liang Wang, Tat-Seng Chua

专题命中个性化与一致性：personalized generation(abstract)

2410.11081 2025-03-04 cs.LG stat.ML 50%

Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models

Cheng Lu, Yang Song

专题命中个性化与一致性：diffusion(abstract)

Comments ICLR 2025 Oral

1. 个性化与一致性 1270 篇

Causal Inspired Multi Modal Recommendation

LoRA meets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters

Swift: An Autoregressive Consistency Model for Efficient Weather Forecasting

Virtual Consistency for Audio Editing

ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training

Persode: Personalized Visual Journaling with Episodic Memory-Aware AI Agent

HLLM-Creator: Hierarchical LLM-based Personalized Creative Generation

Personalized Subgraph Federated Learning with Sheaf Collaboration

Recommendation with Generative Models

Edge-Assisted Collaborative Fine-Tuning for Multi-User Personalized Artificial Intelligence Generated Content (AIGC)

Artificial Intelligence and Misinformation in Art: Can Vision Language Models Judge the Hand or the Machine Behind the Canvas?

CoSTI: Consistency Models for (a faster) Spatio-Temporal Imputation

Predictive Planner for Autonomous Driving with Consistency Models

CoVAE: Consistency Training of Variational Autoencoders

A quantum GAN for entanglement detection and image classification

Enhancing the Aesthetic Appeal of AI-Generated Physical Product Designs through LoRA Fine-Tuning with Human Feedback

The Role of Generative AI in Facilitating Social Interactions: A Scoping Review

InfiniteAudio: Infinite-Length Audio Generation with Consistency

FlashBack: Consistency Model-Accelerated Shared Autonomy

Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees

Verifiability and Limit Consistency of Eddy Viscosity Large Eddy Simulation Reduced Order Models

HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories

Drift: Decoding-time Personalized Alignments with Implicit User Preferences

A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications

Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation

Testing for Markovian character of transfer of fluctuations in solar wind turbulence on kinetic scales

ROCM: RLHF on consistency models

SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation

Personalized Text Generation with Contrastive Activation Steering

Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models