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AI 大模型

多模态大模型

跨文本、图像、视频、音频等模态的大模型与学习方法。

共收录 4959 信号源:cs.CV, cs.CL, cs.AI, cs.MM, eess.AS

1. 多模态生成 4959 篇

2512.18623 2025-12-23 cs.CL cs.AI 62%

LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction

LLM-CAS: 动态神经元扰动用于实时幻觉修正

Jensen Zhang, Ningyuan Liu, Yijia Fan, Zihao Huang, Qinglin Zeng, Kaitong Cai, Jian Wang, Keze Wang

机构 * Sun Yat-sen University(中山大学) Snap Inc(Snap公司)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CL、cs.AI

AI总结 LLM-CAS通过动态神经元扰动实现实时幻觉修正,提升大型语言模型的事实准确性。

Comments Accepted at AAAI 2026

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2507.06261 2025-12-22 cs.CL cs.AI 62%

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Gemini 2.5:通过先进推理、多模态、长上下文和下一代智能体能力推动前沿

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Calian, Annie Marsden, Alejandro Cruzado Ruiz, Matteo Hessel, Almog Gueta, Benjamin Lee, Brian Farris, Manish Gupta, Yunjie Li, Mohammad Saleh, Vedant Misra, Kefan Xiao, Piermaria Mendolicchio, Gavin Buttimore, Varvara Krayvanova, Nigamaa Nayakanti, Matthew Wiethoff, Yash Pande, Azalia Mirhoseini, Ni Lao, Jasmine Liu, Yiqing Hua, Angie Chen, Yury Malkov, Dmitry Kalashnikov, Shubham Gupta, Kartik Audhkhasi, Yuexiang Zhai, Sudhindra Kopalle, Prateek Jain, Eran Ofek, Clemens Meyer, Khuslen Baatarsukh, Hana Strejček, Jun Qian, James Freedman, Ricardo Figueira, Michal Sokolik, Olivier Bachem, Raymond Lin, Dia Kharrat, Chris Hidey, Pingmei Xu, Dennis Duan, Yin Li, Muge Ersoy, Richard Everett, Kevin Cen, Rebeca Santamaria-Fernandez, Amir Taubenfeld, Ian Mackinnon, Linda Deng, Polina Zablotskaia, Shashank Viswanadha, Shivanker Goel, Damion Yates, Yunxiao Deng, Peter Choy, Mingqing Chen, Abhishek Sinha, Alex Mossin, Yiming Wang, Arthur Szlam, Susan Hao, Paul Kishan Rubenstein, Metin Toksoz-Exley, Miranda Aperghis, Yin Zhong, Junwhan Ahn, Michael Isard, Olivier Lacombe, Florian Luisier, Chrysovalantis Anastasiou, Yogesh Kalley, Utsav Prabhu, Emma Dunleavy, Shaan Bijwadia, Justin Mao-Jones, Kelly Chen, Rama Pasumarthi, Emily Wood, Adil Dostmohamed, Nate Hurley, Jiri Simsa, Alicia Parrish, Mantas Pajarskas, Matt Harvey, Ondrej Skopek, Yony Kochinski, Javier Rey, Verena Rieser, Denny Zhou, Sun Jae Lee, Trilok Acharya, Guowang Li, Joe Jiang, Xiaofan Zhang, Bryant Gipson, Ethan Mahintorabi, Marco Gelmi, Nima Khajehnouri, Angel Yeh, Kayi Lee, Loic Matthey, Leslie Baker, Trang Pham, Han Fu, Alex Pak, Prakhar Gupta, Cristina Vasconcelos, Adam Sadovsky, Brian Walker, Sissie Hsiao, Patrik Zochbauer, Andreea Marzoca, Noam Velan, Junhao Zeng, Gilles Baechler, Danny Driess, Divya Jain, Yanping Huang, Lizzie Tao, John Maggs, Nir Levine, Jon Schneider, Erika Gemzer, Samuel Petit, Shan Han, Zach Fisher, Dustin Zelle, Courtney Biles, Eugene Ie, Asya Fadeeva, Casper Liu, Juliana Vicente Franco, Adrian Collister, Hao Zhang, Renshen Wang, Ruizhe Zhao, Leandro Kieliger, Kurt Shuster, Rui Zhu, Boqing Gong, Lawrence Chan, Ruoxi Sun, Sujoy Basu, Roland Zimmermann, Jamie Hayes, Abhishek Bapna, Jasper Snoek, Weel Yang, Puranjay Datta, Jad Al Abdallah, Kevin Kilgour, Lu Li, SQ Mah, Yennie Jun, Morgane Rivière, Abhijit Karmarkar, Tammo Spalink, Tao Huang, Lucas Gonzalez, Duc-Hieu Tran, Averi Nowak, John Palowitch, Martin Chadwick, Ellie Talius, Harsh Mehta, Thibault Sellam, Philipp Fränken, Massimo Nicosia, Kyle He, Aditya Kini, David Amos, Sugato Basu, Harrison Jobe, Eleni Shaw, Qiantong Xu, Colin Evans, Daisuke Ikeda, Chaochao Yan, Larry Jin, Lun Wang, Sachin Yadav, Ilia Labzovsky, Ramesh Sampath, Ada Ma, Candice Schumann, Aditya Siddhant, Rohin Shah, John Youssef, Rishabh Agarwal, Natalie Dabney, Alessio Tonioni, Moran Ambar, Jing Li, Isabelle Guyon, Benny Li, David Soergel, Boya Fang, Georgi Karadzhov, Cristian Udrescu, Trieu Trinh, Vikas Raunak, Seb Noury, Dee Guo, Sonal Gupta, Mara Finkelstein, Denis Petek, Lihao Liang, Greg Billock, Pei Sun, David Wood, Yiwen Song, Xiaobin Yu, Tatiana Matejovicova, Regev Cohen, Kalyan Andra, David D'Ambrosio, Zhiwei Deng, Vincent Nallatamby, Ebrahim Songhori, Rumen Dangovski, Andrew Lampinen, Pankil Botadra, Adam Hillier, Jiawei Cao, Nagabhushan Baddi, Adhi Kuncoro, Toshihiro Yoshino, Ankit Bhagatwala, Marcáurelio Ranzato, Rylan Schaeffer, Tianlin Liu, Shuai Ye, Obaid Sarvana, John Nham, Chenkai Kuang, Isabel Gao, Jinoo Baek, Shubham Mittal, Ayzaan Wahid, Anita Gergely, Bin Ni, Josh Feldman, Carrie Muir, Pascal Lamblin, Wolfgang Macherey, Ethan Dyer, Logan Kilpatrick, Víctor Campos, Mukul Bhutani, Stanislav Fort, Yanif Ahmad, Aliaksei Severyn, Kleopatra Chatziprimou, Oleksandr Ferludin, Mason Dimarco, Aditya Kusupati, Joe Heyward, Dan Bahir, Kevin Villela, Katie Millican, Dror Marcus, Sanaz Bahargam, Caglar Unlu, Nicholas Roth, Zichuan Wei, Siddharth Gopal, Deepanway Ghoshal, Edward Lee, Sharon Lin, Jennie Lees, Dayeong Lee, Anahita Hosseini, Connie Fan, Seth Neel, Marcus Wu, Yasemin Altun, Honglong Cai, Enrique Piqueras, Josh Woodward, Alessandro Bissacco, Salem Haykal, Mahyar Bordbar, Prasha Sundaram, Sarah Hodkinson, Daniel Toyama, George Polovets, Austin Myers, Anu Sinha, Tomer Levinboim, Kashyap Krishnakumar, Rachita Chhaparia, Tatiana Sholokhova, Nitesh Bharadwaj Gundavarapu, Ganesh Jawahar, Haroon Qureshi, Jieru Hu, Nikola Momchev, Matthew Rahtz, Renjie Wu, Aishwarya P S, Kedar Dhamdhere, Meiqi Guo, Umang Gupta, Ali Eslami, Mariano Schain, Michiel Blokzijl, David Welling, Dave Orr, Levent Bolelli, Nicolas Perez-Nieves, Mikhail Sirotenko, Aman Prasad, Arjun Kar, Borja De Balle Pigem, Tayfun Terzi, Gellért Weisz, Dipankar Ghosh, Aditi Mavalankar, Dhruv Madeka, Kaspar Daugaard, Hartwig Adam, Viraj Shah, Dana Berman, Maggie Tran, Steven Baker, Ewa Andrejczuk, Grishma Chole, Ganna Raboshchuk, Mahdi Mirzazadeh, Thais Kagohara, Shimu Wu, Christian Schallhart, Bernett Orlando, Chen Wang, Alban Rrustemi, Hao Xiong, Hao Liu, Arpi Vezer, Nolan Ramsden, Shuo-yiin Chang, Sidharth Mudgal, Yan Li, Nino Vieillard, Yedid Hoshen, Farooq Ahmad, Ambrose Slone, Amy Hua, Natan Potikha, Mirko Rossini, Jon Stritar, Sushant Prakash, Zifeng Wang, Xuanyi Dong, Alireza Nazari, Efrat Nehoran, Kaan Tekelioglu, Yinxiao Li, Kartikeya Badola, Tom Funkhouser, Yuanzhen Li, Varun Yerram, Ramya Ganeshan, Daniel Formoso, Karol Langner, Tian Shi, Huijian Li, Yumeya Yamamori, Amayika Panda, Alaa Saade, Angelo Scorza Scarpati, Chris Breaux, CJ Carey, Zongwei Zhou, Cho-Jui Hsieh, Sophie Bridgers, Alena Butryna, Nishesh Gupta, Vaibhav Tulsyan, Sanghyun Woo, Evgenii Eltyshev, Will Grathwohl, Chanel Parks, Seth Benjamin, Rina Panigrahy, Shenil Dodhia, Daniel De Freitas, Chris Sauer, Will Song, Ferran Alet, Jackson Tolins, Cosmin Paduraru, Xingyi Zhou, Brian Albert, Zizhao Zhang, Lei Shu, Mudit Bansal, Sarah Nguyen, Amir Globerson, Owen Xiao, James Manyika, Tom Hennigan, Rong Rong, Josip Matak, Anton Bakalov, Ankur Sharma, Danila Sinopalnikov, Andrew Pierson, Stephen Roller, Geoff Brown, Mingcen Gao, Toshiyuki Fukuzawa, Amin Ghafouri, Kenny Vassigh, Iain Barr, Zhicheng Wang, Anna Korsun, Rajesh Jayaram, Lijie Ren, Tim Zaman, Samira Khan, Yana Lunts, Dan Deutsch, Dave Uthus, Nitzan Katz, Masha Samsikova, Amr Khalifa, Nikhil Sethi, Jiao Sun, Luming Tang, Uri Alon, Xianghong Luo, Dian Yu, Abhishek Nayyar, Bryce Petrini, Will Truong, Vincent Hellendoorn, Nikolai Chinaev, Chris Alberti, Wei Wang, Jingcao Hu, Vahab Mirrokni, Ananth Balashankar, Avia Aharon, Aahil Mehta, Ahmet Iscen, Joseph Kready, Lucas Manning, Anhad Mohananey, Yuankai Chen, Anshuman Tripathi, Allen Wu, Igor Petrovski, Dawsen Hwang, Martin Baeuml, Shreyas Chandrakaladharan, Yuan Liu, Rey Coaguila, Maxwell Chen, Sally Ma, Pouya Tafti, Susheel Tatineni, Terry Spitz, Jiayu Ye, Paul Vicol, Mihaela Rosca, Adrià Puigdomènech, Zohar Yahav, Sanjay Ghemawat, Hanzhao Lin, Phoebe Kirk, Zaid Nabulsi, Sergey Brin, Bernd Bohnet, Ken Caluwaerts, Aditya Srikanth Veerubhotla, Dan Zheng, Zihang Dai, Petre Petrov, Yichong Xu, Ramin Mehran, Zhuo Xu, Luisa Zintgraf, Jiho Choi, Spurthi Amba Hombaiah, Romal Thoppilan, Sashank Reddi, Lukasz Lew, Li Li, Kellie Webster, KP Sawhney, Lampros Lamprou, Siamak Shakeri, Mayank Lunayach, Jianmin Chen, Sumit Bagri, Alex Salcianu, Ying Chen, Yani Donchev, Charlotte Magister, Signe Nørly, Vitor Rodrigues, Tomas Izo, Hila Noga, Joe Zou, Thomas Köppe, Wenxuan Zhou, Kenton Lee, Xiangzhu Long, Danielle Eisenbud, Anthony Chen, Connor Schenck, Chi Ming To, Peilin Zhong, Emanuel Taropa, Minh Truong, Omer Levy, Danilo Martins, Zhiyuan Zhang, Christopher Semturs, Kelvin Zhang, Alex Yakubovich, Pol Moreno, Lara McConnaughey, Di Lu, Sam Redmond, Lotte Weerts, Yonatan Bitton, Tiziana Refice, Nicolas Lacasse, Arthur Conmy, Corentin Tallec, Julian Odell, Hannah Forbes-Pollard, Arkadiusz Socala, Jonathan Hoech, Pushmeet Kohli, Alanna Walton, Rui Wang, Mikita Sazanovich, Kexin Zhu, Andrei Kapishnikov, Rich Galt, Matthew Denton, Ben Murdoch, Caitlin Sikora, Kareem Mohamed, Wei Wei, Uri First, Tim McConnell, Luis C. Cobo, James Qin, Thi Avrahami, Daniel Balle, Yu Watanabe, Annie Louis, Adam Kraft, Setareh Ariafar, Yiming Gu, Eugénie Rives, Charles Yoon, Andrei Rusu, James Cobon-Kerr, Chris Hahn, Jiaming Luo, Yuvein, Zhu, Niharika Ahuja, Rodrigo Benenson, Raphaël Lopez Kaufman, Honglin Yu, Lloyd Hightower, Junlin Zhang, Darren Ni, Lisa Anne Hendricks, Gabby Wang, Gal Yona, Lalit Jain, Pablo Barrio, Surya Bhupatiraju, Siva Velusamy, Allan Dafoe, Sebastian Riedel, Tara Thomas, Zhe Yuan, Mathias Bellaiche, Sheena Panthaplackel, Klemen Kloboves, Sarthak Jauhari, Canfer Akbulut, Todor Davchev, Evgeny Gladchenko, David Madras, Aleksandr Chuklin, Tyrone Hill, Quan Yuan, Mukundan Madhavan, Luke Leonhard, Dylan Scandinaro, Qihang Chen, Ning Niu, Arthur Douillard, Bogdan Damoc, Yasumasa Onoe, Fabian Pedregosa, Fred Bertsch, Chas Leichner, Joseph Pagadora, Jonathan Malmaud, Sameera Ponda, Andy Twigg, Oleksii Duzhyi, Jingwei Shen, Miaosen Wang, Roopal Garg, Jing Chen, Utku Evci, Jonathan Lee, Leon Liu, Koji Kojima, Masa Yamaguchi, Arunkumar Rajendran, AJ Piergiovanni, Vinodh Kumar Rajendran, Marco Fornoni, Gabriel Ibagon, Harry Ragan, Sadh MNM Khan, John Blitzer, Andrew Bunner, Guan Sun, Takahiro Kosakai, Scott Lundberg, Ndidi Elue, Kelvin Guu, SK Park, Jane Park, Arunachalam Narayanaswamy, Chengda Wu, Jayaram Mudigonda, Trevor Cohn, Hairong Mu, Ravi Kumar, Laura Graesser, Yichi Zhang, Richard Killam, Vincent Zhuang, Mai Giménez, Wael Al Jishi, Ruy Ley-Wild, Alex Zhai, Kazuki Osawa, Diego Cedillo, Jialu Liu, Mayank Upadhyay, Marcin Sieniek, Roshan Sharma, Tom Paine, Anelia Angelova, Sravanti Addepalli, Carolina Parada, Kingshuk Majumder, Avery Lamp, Sanjiv Kumar, Xiang Deng, Artiom Myaskovsky, Tea Sabolić, Jeffrey Dudek, Sarah York, Félix de Chaumont Quitry, Jiazhong Nie, Dee Cattle, Alok Gunjan, Bilal Piot, Waleed Khawaja, Seojin Bang, Simon Wang, Siavash Khodadadeh, Raghavender R, Praynaa Rawlani, Richard Powell, Kevin Lee, Johannes Griesser, GS Oh, Cesar Magalhaes, Yujia Li, Simon Tokumine, Hadas Natalie Vogel, Dennis Hsu, Arturo BC, Disha Jindal, Matan Cohen, Zi Yang, Junwei Yuan, Dario de Cesare, Tony Bruguier, Jun Xu, Monica Roy, Alon Jacovi, Dan Belov, Rahul Arya, Phoenix Meadowlark, Shlomi Cohen-Ganor, Wenting Ye, Patrick Morris-Suzuki, Praseem Banzal, Gan Song, Pranavaraj Ponnuramu, Fred Zhang, George Scrivener, Salah Zaiem, Alif Raditya Rochman, Kehang Han, Badih Ghazi, Kate Lee, Shahar Drath, Daniel Suo, Antonious Girgis, Pradeep Shenoy, Duy Nguyen, Douglas Eck, Somit Gupta, Le Yan, Joao Carreira, Anmol Gulati, Ruoxin Sang, Daniil Mirylenka, Emma Cooney, Edward Chou, Mingyang Ling, Cindy Fan, Ben Coleman, Guilherme Tubone, Ravin Kumar, Jason Baldridge, Felix Hernandez-Campos, Angeliki Lazaridou, James Besley, Itay Yona, Neslihan Bulut, Quentin Wellens, AJ Pierigiovanni, Jasmine George, Richard Green, Pu Han, Connie Tao, Geoff Clark, Chong You, Abbas Abdolmaleki, Justin Fu, Tongzhou Chen, Ashwin Chaugule, Angad Chandorkar, Altaf Rahman, Will Thompson, Penporn Koanantakool, Mike Bernico, Jie Ren, Andrey Vlasov, Sergei Vassilvitskii, Maciej Kula, Yizhong Liang, Dahun Kim, Yangsibo Huang, Chengxi Ye, Dmitry Lepikhin, Wesley Helmholz

机构 * Google(谷歌)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CL、cs.AI

AI总结 Gemini 2.5系列通过先进推理、多模态处理和长上下文能力,实现了在复杂智能体问题解决中的高性能与低成本的平衡。

Comments 72 pages, 17 figures

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2512.00878 2025-12-19 cs.CL cs.AI 62%

Less is More: Resource-Efficient Low-Rank Adaptation

少即是多:资源高效的低秩适应

Chunlin Tian, Xuyang Wei, Huanrong Liu, Zhijiang Guo, Li Li

机构 * University of Macau(澳门大学) The Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州))

专题命中 多模态生成 :multimodal(abstract);分类 cs.CL、cs.AI

AI总结 EffiLoRA通过统一A矩阵和动态B矩阵更新,在多种模型中实现更高效且鲁棒的低秩适应。

Comments 18 pages, 7 figures

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2512.13690 2025-12-16 cs.CV cs.AI cs.GR cs.LG 62%

DiffusionBrowser: Interactive Diffusion Previews via Multi-Branch Decoders

DiffusionBrowser: 通过多分支解码器实现交互式扩散预览

Susung Hong, Chongjian Ge, Zhifei Zhang, Jui-Hsien Wang

机构 * University of Washington(华盛顿大学) Adobe Research(Adobe研究)

专题命中 多模态生成 :multi-modal(abstract);分类 cs.CV、cs.AI

AI总结 DiffusionBrowser通过多分支解码器实现交互式视频生成预览,提升生成效率与可控性。

Comments Project page: https://susunghong.github.io/DiffusionBrowser

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2512.10041 2025-12-15 cs.CV cs.AI 62%

MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata

MetaVoxel:联合图像与临床元数据的扩散建模

Yihao Liu, Chenyu Gao, Lianrui Zuo, Michael E. Kim, Brian D. Boyd, Lisa L. Barnes, Walter A. Kukull, Lori L. Beason-Held, Susan M. Resnick, Timothy J. Hohman, Warren D. Taylor, Bennett A. Landman

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 MetaVoxel通过联合扩散建模统一图像与临床元数据,实现图像生成、年龄估计和性别预测,性能媲美传统任务特定模型。

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2503.24379 2025-12-15 cs.CV cs.AI 62%

Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation

Any2Caption:任何条件到字幕以实现可控视频生成

Shengqiong Wu, Weicai Ye, Jiahao Wang, Quande Liu, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Shuicheng Yan, Hao Fei, Tat-Seng Chua

机构 * Kuaishou Technology(快手科技) National University of Singapore(新加坡国立大学)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 Any2Caption通过多模态大语言模型实现任何条件到字幕的可控视频生成,提升视频生成的可控性和质量。

Comments Project Page: https://sqwu.top/Any2Cap/

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2512.07730 2025-12-12 cs.CV cs.AI 62%

SAVE: Sparse Autoencoder-Driven Visual Information Enhancement for Mitigating Object Hallucination

SAVE:基于稀疏自编码器的视觉信息增强用于缓解物体幻觉

Sangha Park, Seungryong Yoo, Jisoo Mok, Sungroh Yoon

机构 * Department of Electrical and Computer Engineering, Seoul National University(电子与计算机工程系,首尔国立大学) Daegu Gyeongbuk Institute of Science and Technology(大邱庆州科学技术院) IPAI, AIIS, ASRI, INMC, and ISRC, Seoul National University(IPAI、AIIS、ASRI、INMC 和 ISRC,首尔国立大学)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 SAVE通过引导模型沿稀疏自编码器潜在特征减少物体幻觉,提升视觉理解能力。

Comments WACV 2026

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2503.10287 2025-12-11 cs.SD cs.CV cs.GR eess.AS 62%

MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment

MACS:基于上下文意义和语义对齐的多源音频到图像生成

Hao Zhou, Xiaobao Guo, Yuzhe Zhu, Adams Wai-Kin Kong

专题命中 多模态生成 :cross-modal(abstract);分类 cs.CV、eess.AS

AI总结 MACS通过分离多源音频并利用语义对齐提升音频到图像生成的质量和表现。

Comments Accepted at AAAI 2026. Code available at https://github.com/alxzzhou/MACS

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2411.14499 2025-12-11 cs.CL cs.AI cs.LG 62%

Understanding World or Predicting Future? A Comprehensive Survey of World Models

理解世界还是预测未来?世界模型的全面综述

Jingtao Ding, Yunke Zhang, Yu Shang, Jie Feng, Yuheng Zhang, Zefang Zong, Yuan Yuan, Hongyuan Su, Nian Li, Jinghua Piao, Yucheng Deng, Nicholas Sukiennik, Chen Gao, Fengli Xu, Yong Li

机构 * Department of Electronic Engineering, Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University(电子工程系,信息科学与技术国家研究中心(BNRist),清华大学)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CL、cs.AI

AI总结 本文综述了世界模型在理解与预测方面的功能,探讨了其在多个领域的应用及未来研究方向。

Comments Extended version of the original ACM CSUR paper, 49 pages, 6 figures, 8 tables

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2512.04087 2025-12-05 q-bio.NC cs.CL cs.CV cs.CY cs.HC 62%

Human-Centred Evaluation of Text-to-Image Generation Models for Self-expression of Mental Distress: A Dataset Based on GPT-4o

以人为中心评估文本到图像生成模型以表达心理压力:基于GPT-4o的数据库

Sui He, Shenbin Qian

机构 * School of Culture and Communication, Swansea University(文化与沟通学院,萨里大学) Department of Informatics, University of Oslo(信息学院,奥斯陆大学)

专题命中 多模态生成 :multi-modal(abstract);分类 cs.CV、cs.CL

AI总结 本研究基于GPT-4o构建首个公开的文本到图像评估数据集,评估AI生成图像在心理健康自我表达中的有效性,发现角色提示设计显著影响用户评分。

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2505.15644 2025-12-04 cs.CV cs.AI cs.CR 62%

Can VLMs Detect and Localize Fine-Grained AI-Edited Images?

视觉语言模型能否检测并定位细粒度的人工智能编辑图像?

Zhen Sun, Ziyi Zhang, Zeren Luo, Zhiyuan Zhong, Zeyang Sha, Tianshuo Cong, Zheng Li, Shiwen Cui, Weiqiang Wang, Jiaheng Wei, Xinlei He, Qi Li, Qian Wang

机构 * Hong Kong University of Science and Technology (Guangzhou)(香港科技大学(广州)) Ant Group(蚂蚁集团) Tsinghua University(清华大学) Shandong University(山东大学) Wuhan University(武汉大学)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 本文提出FragFake基准,首次系统研究VLMs在编辑图像分类和定位中的应用,发现微调模型在准确性上表现优异,同时探索了基于GRPO的RLVR训练方法。

Comments 14pages,19 figures

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2512.02273 2025-12-03 cs.CV cs.AI 62%

Progressive Image Restoration via Text-Conditioned Video Generation

通过文本条件视频生成实现渐进式图像修复

Peng Kang, Xijun Wang, Yu Yuan

机构 * Department of Computer Science, University of Illinois Springfield(伊利诺伊大学斯普林菲尔德分校计算机科学系) School of Electrical and Computer Engineering, Purdue University(普渡大学电气与计算机工程学院)

专题命中 多模态生成 :multi-modal(abstract);分类 cs.CV、cs.AI

AI总结 本研究通过微调CogVideo,利用文本条件视频生成实现图像渐进式修复,提升感知度量并展示强泛化能力。

Comments First two authors contributed equally to this work. IEEE ICNC Accepted

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2509.06996 2025-12-03 cs.CV cs.AI 62%

Visible Yet Unreadable: A Systematic Blind Spot of Vision Language Models Across Writing Systems

可见却不可读:跨书写系统下视觉语言模型的系统性盲区

Jie Zhang, Ting Xu, Gelei Deng, Runyi Hu, Han Qiu, Tianwei Zhang, Qing Guo, Ivor Tsang

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 本文研究了视觉语言模型在跨书写系统下识别碎片化文本的鲁棒性,发现其在可见但不可读的刺激下表现下降,揭示了模型对组成先验依赖不足的结构性限制。

Comments arXiv admin note: This article has been withdrawn by arXiv administrators due to violation of arXiv policy regarding generative AI authorship

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2512.01816 2025-12-02 cs.CV cs.AI 62%

Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights

Envision:基于因果世界过程洞察的统一理解和生成基准测试

Juanxi Tian, Siyuan Li, Conghui He, Lijun Wu, Cheng Tan

机构 * Shanghai Artificial Intelligence Laboratory(上海人工智能实验室)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 Envision通过因果事件进程基准测试,评估统一模型在动态时空一致性上的表现,揭示其在因果叙事一致性上的优势及仍需改进的时空一致性挑战。

Comments 35 pages, 12 figures, 10 tables

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2503.17735 2025-12-02 cs.MM cs.CV 62%

RDTF: Resource-efficient Dual-mask Training Framework for Multi-frame Animated Sticker Generation

RDTF:面向多帧动画贴纸生成的资源高效双掩码训练框架

Zhiqiang Yuan, Ting Zhang, Peixiang Luo, Ying Deng, Jiapei Zhang, Zexi Jia, Jinchao Zhang, Jie Zhou

机构 * Pattern Recognition Center, WeChat AI, Tencent Inc(腾讯人工智能图案识别中心) University of Chinese Academy of Sciences(中国科学院大学)

专题命中 多模态生成 :multi-modal(abstract);分类 cs.CV、cs.MM

AI总结 RDTF通过三种核心设计,为多帧动画贴纸生成任务提供资源高效的解决方案,优于现有PEFT方法。

Comments Submitted to TMM

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2510.21775 2025-12-02 cs.CV cs.AI eess.IV 62%

Face-MakeUpV2: Facial Consistency Learning for Controllable Text-to-Image Generation

Face-MakeUpV2:面向可控文本到图像生成的面部一致性学习

Dawei Dai, Yinxiu Zhou, Chenghang Li, Guolai Jiang, Chengfang Zhang

专题命中 多模态生成 :image-text(abstract);分类 cs.CV、cs.AI

AI总结 Face-MakeUpV2通过引入3D面部渲染和全局面部特征通道,解决文本到图像生成中的面部属性泄露和物理一致性问题,实现更可控的面部生成。

Comments Some errors in the critical data presented in Table 1 and Table 2

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2511.22982 2025-12-01 cs.CV cs.AI 62%

Ovis-Image Technical Report

Ovis-Image 技术报告

Guo-Hua Wang, Liangfu Cao, Tianyu Cui, Minghao Fu, Xiaohao Chen, Pengxin Zhan, Jianshan Zhao, Lan Li, Bowen Fu, Jiaqi Liu, Qing-Guo Chen

机构 * Alibaba Group(阿里巴巴集团)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 Ovis-Image 是一个70亿参数的文本到图像模型,通过优化的多模态主干和文本聚焦训练方法,在紧凑架构下实现与大型开源模型相当的文本渲染性能。

Comments Code is released at https://github.com/AIDC-AI/Ovis-Image

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2508.04182 2025-12-01 cs.CL cs.AI 62%

COPO: Causal-Oriented Policy Optimization for Hallucinations of MLLMs

COPO:面向MLLM幻觉的因果导向策略优化

Peizheng Guo, Jingyao Wang, Wenwen Qiang, Jiahuan Zhou, Changwen Zheng, Gang Hua

机构 * University of Chinese Academy of Sciences(中国科学院大学) Institute of Software Chinese Academy of Sciences(中国科学院软件研究所) Wangxuan Institute of Computer Technology, Peking University(北京大学王轩计算机技术研究所) Amazon.com, Inc.(亚马逊公司)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CL、cs.AI

AI总结 COPO通过引入因果完整性奖励和GRPO框架,解决多模态大语言模型的幻觉问题,通过令牌级因果约束确保输出的正确性和证据基础。

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2511.09298 2025-11-27 cs.CV cs.AI 62%

DensiCrafter: Physically-Constrained Generation and Fabrication of Self-Supporting Hollow Structures

DensiCrafter: 基于物理约束的自支撑空心结构生成与制造

Shengqi Dang, Fu Chai, Jiaxin Li, Chao Yuan, Wei Ye, Nan Cao

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 DensiCrafter通过优化密度场生成轻量自支撑空心结构,结合物理约束和预训练模型,提升3D打印稳定性与几何保真度。

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2511.19835 2025-11-26 cs.CV cs.AI 62%

Rectified SpaAttn: Revisiting Attention Sparsity for Efficient Video Generation

校正SpaAttn:重新审视注意力稀疏性以实现高效的视频生成

Xuewen Liu, Zhikai Li, Jing Zhang, Mengjuan Chen, Qingyi Gu

机构 * Institute of Automation, Chinese Academy of Sciences(中国科学院自动化研究所) School of Artificial Intelligence, University of Chinese Academy of Sciences(中国科学院大学人工智能学院)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 本文提出Rectified SpaAttn,通过校正注意力分配提升视频生成效率,实现显著速度提升且保持生成质量。

Comments Code at https://github.com/BienLuky/Rectified-SpaAttn

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2501.06250 2025-11-26 cs.CV cs.AI cs.HC 62%

Generative AI for Cel-Animation: A Survey

生成式AI用于动画:一种调查

Yolo Y. Tang, Junjia Guo, Pinxin Liu, Zhiyuan Wang, Hang Hua, Jia-Xing Zhong, Yunzhong Xiao, Chao Huang, Luchuan Song, Susan Liang, Yizhi Song, Liu He, Jing Bi, Mingqian Feng, Xinyang Li, Zeliang Zhang, Chenliang Xu

机构 * University of Rochester(罗切斯特大学) UCSB University of Oxford(牛津大学) CMU(卡内基梅隆大学) Purdue University(普渡大学)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 本文调查生成式AI如何通过自动化任务革新传统动画流程,降低技术门槛,扩大创作者群体,并促进艺术创新。

Comments Accepted by ICCV 2025 AISTORY Workshop

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2511.17986 2025-11-25 cs.CV cs.AI 62%

Plan-X: Instruct Video Generation via Semantic Planning

Plan-X: 通过语义规划指导视频生成

Lun Huang, You Xie, Hongyi Xu, Tianpei Gu, Chenxu Zhang, Guoxian Song, Zenan Li, Xiaochen Zhao, Linjie Luo, Guillermo Sapiro

机构 * Duke University(杜克大学) Princeton University(普林斯顿大学) ByteDance Intelligent Creation(字节跳动智能创作) Apple(苹果公司)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

AI总结 Plan-X通过语义规划框架减少视频生成中的视觉幻觉,实现与多模态上下文一致的精细指令对齐生成。

Comments The project page is at https://byteaigc.github.io/Plan-X

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2511.12851 2025-11-18 cs.CL cs.AI 62%

NeuroLex: A Lightweight Domain Language Model for EEG Report Understanding and Generation

Kang Yin, Hye-Bin Shin

机构 * Dept. of Artificial Intelligence Korea University Seoul, Republic of Korea(人工智能系韩国大学首尔共和国韩国)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CL、cs.AI

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2508.03457 2025-11-18 cs.GR cs.CV cs.SD eess.AS 62%

READ: Real-time and Efficient Asynchronous Diffusion for Audio-driven Talking Head Generation

Haotian Wang, Yuzhe Weng, Jun Du, Haoran Xu, Xiaoyan Wu, Shan He, Bing Yin, Cong Liu, Jianqing Gao, Qingfeng Liu

专题命中 多模态生成 :audio-visual(abstract);分类 cs.CV、eess.AS

Comments Project page: https://readportrait.github.io/READ/

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2504.15217 2025-11-18 cs.SD cs.AI cs.LG cs.MM 62%

DRAGON: Distributional Rewards Optimize Diffusion Generative Models

Yatong Bai, Jonah Casebeer, Somayeh Sojoudi, Nicholas J. Bryan

机构 * University of California, Berkeley(加州大学伯克利分校) Adobe Research(Adobe研究)

专题命中 多模态生成 :cross-modal(abstract);分类 cs.AI、cs.MM

Comments Accepted to TMLR

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2408.00998 2025-11-18 cs.CV cs.AI 62%

FBSDiff: Plug-and-Play Frequency Band Substitution of Diffusion Features for Highly Controllable Text-Driven Image Translation

Xiang Gao, Jiaying Liu

机构 * Wangxuan Institute of Computer Technology, Peking University(王轩计算机技术研究所,北京大学)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

Comments Accepted conference paper of ACM MM 2024

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2511.10154 2025-11-14 cs.CV cs.AI 62%

GEA: Generation-Enhanced Alignment for Text-to-Image Person Retrieval

Hao Zou, Runqing Zhang, Xue Zhou, Jianxiao Zou

机构 * School of Automation Engineering, University of Electronic Science and Technology of China(自动化工程学院,电子科学与技术大学) Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China(深圳高级研究学院,电子科学与技术大学)

专题命中 多模态生成 :cross-modal(abstract);分类 cs.CV、cs.AI

Comments 8pages,3figures

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2511.10020 2025-11-14 cs.CV cs.AI 62%

Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation

Yuxin Jiang, Wei Luo, Hui Zhang, Qiyu Chen, Haiming Yao, Weiming Shen, Yunkang Cao

专题命中 多模态生成 :multimodal(abstract);分类 cs.CV、cs.AI

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2501.18638 2025-11-14 cs.CR cs.AI cs.CL 62%

Graph of Attacks with Pruning: Optimizing Stealthy Jailbreak Prompt Generation for Enhanced LLM Content Moderation

Daniel Schwartz, Dmitriy Bespalov, Zhe Wang, Ninad Kulkarni, Yanjun Qi

机构 * Amazon Bedrock Science(亚马逊Bedrock科学) Drexel University(德雷塞尔大学) University of Virginia(弗吉尼亚大学)

专题命中 多模态生成 :multimodal(abstract);分类 cs.CL、cs.AI

Comments 14 pages, 5 figures; published in EMNLP 2025 ; Code at: https://github.com/dsbuddy/GAP-LLM-Safety

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2405.14905 2025-11-04 eess.IV cs.AI cs.CL 62%

Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation

Kang Liu, Zhuoqi Ma, Xiaolu Kang, Zhusi Zhong, Zhicheng Jiao, Grayson Baird, Harrison Bai, Qiguang Miao

机构 * School of Computer Science and Technology, Xidian University(西安电子科技大学计算机科学与技术学院) Xi'an Key Laboratory of Big Data and Intelligent Vision(西安大数据与智能视觉重点实验室) Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University(教育部协同智能系统重点实验室) Warren Alpert Medical School, Brown University(布朗大学沃伦·阿尔珀特医学院) School of Electronic Engineering, Xidian University(西安电子科技大学电子工程学院) Department of Radiology and Radiological Sciences, Johns Hopkins University School of Medicine(约翰霍普金斯大学医学院放射科)

专题命中 多模态生成 :cross-modal(abstract);分类 cs.CL、cs.AI

Comments The code is available at https://github.com/mk-runner/SEI-Temp or https://github.com/mk-runner/SEI

Journal ref Medical Image Computing and Computer Assisted Intervention (MICCAI 2024)

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