多模态大模型

InstructAttribute: Fine-grained Object Attributes editing with Instruction

Xingxi Yin, Jingfeng Zhang, Yue Deng, Zhi Li, Yicheng Li, Yin Zhang

机构 * Zhejiang University（浙江大学） 纠错

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

Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights

Zhiyuan Liang, Dongwen Tang, Yuhao Zhou, Xuanlei Zhao, Mingjia Shi, Wangbo Zhao, Zekai Li, Peihao Wang, Konstantin Schürholt, Damian Borth, Michael M. Bronstein, Yang You, Zhangyang Wang, Kai Wang

机构 * National University of Singapore（新加坡国立大学） ； UT Austin（德克萨斯大学奥斯汀分校） ； University of St. Gallen（圣加尔登大学） ； Oxford University（牛津大学） 纠错

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

Comments We propose a method that can generate LoRA parameters in seconds

Reimagining Urban Science: Scaling Causal Inference with Large Language Models

Yutong Xia, Ao Qu, Yunhan Zheng, Yihong Tang, Dingyi Zhuang, Yuxuan Liang, Shenhao Wang, Cathy Wu, Lijun Sun, Roger Zimmermann, Jinhua Zhao

机构 * MIT（麻省理工学院） ； NUS（国立大学新加坡） ； McGill（麦吉尔大学） ； HKUST（香港科技大学） ； UFL（佛罗里达大学） 纠错

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

SANGAM: SystemVerilog Assertion Generation via Monte Carlo Tree Self-Refine

Adarsh Gupta, Bhabesh Mali, Chandan Karfa

机构 * Indian Institute of Technology Guwahati（印度理工学院古瓦哈提） 纠错

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

Comments Adarsh Gupta and Bhabesh Mali contributed equally to this work

GM-LDM: Latent Diffusion Model for Brain Biomarker Identification through Functional Data-Driven Gray Matter Synthesis

Hu Xu, Yang Jingling, Jia Sihan, Bi Yuda, Calhoun Vince

机构 * Anhui University, Hefei, China（安徽大学） ； TReNDS Center (GSU, Gatech, Emory), Atlanta, GA, USA（TReNDS中心） 纠错

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

Efficient Medical VIE via Reinforcement Learning

Lijun Liu, Ruiyang Li, Zhaocheng Liu, Chenglin Zhu, Chong Li, Jiehan Cheng, Qiang Ju, Jian Xie

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

Adapting by Analogy: OOD Generalization of Visuomotor Policies via Functional Correspondence

Pranay Gupta, Henny Admoni, Andrea Bajcsy

机构 * The Robotics Institute, Carnegie Mellon University, United States（卡内基梅隆大学机器人研究所） 纠错

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

Comments 15 pages, 11 figures

Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic Cognition

Xiaoying Zhang, Da Peng, Yipeng Zhang, Zonghao Guo, Chengyue Wu, Jen-Tse Huang, Chi Chen, Wei Ke, Helen Meng, Maosong Sun

机构 * The Chinese University of Hong Kong（香港中文大学） ； Xi’an Jiaotong University（西安交通大学） ； Tsinghua University（清华大学） ； The University of Hong Kong（香港大学） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

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

Comments 43 pages. Preprint

MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models

Zunnan Xu, Yukang Lin, Haonan Han, Sicheng Yang, Ronghui Li, Yachao Zhang, Xiu Li

机构 * Shenzhen International Graduate School, Tsinghua University（深圳国际研究生院，清华大学） 纠错

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

Comments Accepted to NeurlPS 2024

The Amazon Nova Family of Models: Technical Report and Model Card

Amazon AGI, Aaron Langford, Aayush Shah, Abhanshu Gupta, Abhimanyu Bhatter, Abhinav Goyal, Abhinav Mathur, Abhinav Mohanty, Abhishek Kumar, Abhishek Sethi, Abi Komma, Abner Pena, Achin Jain, Adam Kunysz, Adam Opyrchal, Adarsh Singh, Aditya Rawal, Adok Achar Budihal Prasad, Adrià de Gispert, Agnika Kumar, Aishwarya Aryamane, Ajay Nair, Akilan M, Akshaya Iyengar, Akshaya Vishnu Kudlu Shanbhogue, Alan He, Alessandra Cervone, Alex Loeb, Alex Zhang, Alexander Fu, Alexander Lisnichenko, Alexander Zhipa, Alexandros Potamianos, Ali Kebarighotbi, Aliakbar Daronkolaei, Alok Parmesh, Amanjot Kaur Samra, Ameen Khan, Amer Rez, Amir Saffari, Amit Agarwalla, Amit Jhindal, Amith Mamidala, Ammar Asmro, Amulya Ballakur, Anand Mishra, Anand Sridharan, Anastasiia Dubinina, Andre Lenz, Andreas Doerr, Andrew Keating, Andrew Leaver, Andrew Smith, Andrew Wirth, Andy Davey, Andy Rosenbaum, Andy Sohn, Angela Chan, Aniket Chakrabarti, Anil Ramakrishna, Anirban Roy, Anita Iyer, Anjali Narayan-Chen, Ankith Yennu, Anna Dabrowska, Anna Gawlowska, Anna Rumshisky, Anna Turek, Anoop Deoras, Anton Bezruchkin, Anup Prasad, Anupam Dewan, Anwith Kiran, Apoorv Gupta, Aram Galstyan, Aravind Manoharan, Arijit Biswas, Arindam Mandal, Arpit Gupta, Arsamkhan Pathan, Arun Nagarajan, Arushan Rajasekaram, Arvind Sundararajan, Ashwin Ganesan, Ashwin Swaminathan, Athanasios Mouchtaris, Audrey Champeau, Avik Ray, Ayush Jaiswal, Ayush Sharma, Bailey Keefer, Balamurugan Muthiah, Beatriz Leon-Millan, Ben Koopman, Ben Li, Benjamin Biggs, Benjamin Ott, Bhanu Vinzamuri, Bharath Venkatesh, Bhavana Ganesh, Bhoomit Vasani, Bill Byrne, Bill Hsu, Bincheng Wang, Blake King, Blazej Gorny, Bo Feng, Bo Zheng, Bodhisattwa Paul, Bofan Sun, Bofeng Luo, Bowen Chen, Bowen Xie, Boya Yu, Brendan Jugan, Brett Panosh, Brian Collins, Brian Thompson, Can Karakus, Can Liu, Carl Lambrecht, Carly Lin, Carolyn Wang, Carrie Yuan, Casey Loyda, Cezary Walczak, Chalapathi Choppa, Chandana Satya Prakash, Chankrisna Richy Meas, Charith Peris, Charles Recaido, Charlie Xu, Charul Sharma, Chase Kernan, Chayut Thanapirom, Chengwei Su, Chenhao Xu, Chenhao Yin, Chentao Ye, Chenyang Tao, Chethan Parameshwara, Ching-Yun Chang, Chong Li, Chris Hench, Chris Tran, Christophe Dupuy, Christopher Davis, Christopher DiPersio, Christos Christodoulopoulos, Christy Li, Chun Chen, Claudio Delli Bovi, Clement Chung, Cole Hawkins, Connor Harris, Corey Ropell, Cynthia He, DK Joo, Dae Yon Hwang, Dan Rosen, Daniel Elkind, Daniel Pressel, Daniel Zhang, Danielle Kimball, Daniil Sorokin, Dave Goodell, Davide Modolo, Dawei Zhu, Deepikaa Suresh, Deepti Ragha, Denis Filimonov, Denis Foo Kune, Denis Romasanta Rodriguez, Devamanyu Hazarika, Dhananjay Ram, Dhawal Parkar, Dhawal Patel, Dhwanil Desai, Dinesh Singh Rajput, Disha Sule, Diwakar Singh, Dmitriy Genzel, Dolly Goldenberg, Dongyi He, Dumitru Hanciu, Dushan Tharmal, Dzmitry Siankovich, Edi Cikovic, Edwin Abraham, Ekraam Sabir, Elliott Olson, Emmett Steven, Emre Barut, Eric Jackson, Ethan Wu, Evelyn Chen, Ezhilan Mahalingam, Fabian Triefenbach, Fan Yang, Fangyu Liu, Fanzi Wu, Faraz Tavakoli, Farhad Khozeimeh, Feiyang Niu, Felix Hieber, Feng Li, Firat Elbey, Florian Krebs, Florian Saupe, Florian Sprünken, Frank Fan, Furqan Khan, Gabriela De Vincenzo, Gagandeep Kang, George Ding, George He, George Yeung, Ghada Qaddoumi, Giannis Karamanolakis, Goeric Huybrechts, Gokul Maddali, Gonzalo Iglesias, Gordon McShane, Gozde Sahin, Guangtai Huang, Gukyeong Kwon, Gunnar A. Sigurdsson, Gurpreet Chadha, Gururaj Kosuru, Hagen Fuerstenau, Hah Hah, Haja Maideen, Hajime Hosokawa, Han Liu, Han-Kai Hsu, Hann Wang, Hao Li, Hao Yang, Haofeng Zhu, Haozheng Fan, Harman Singh, Harshavardhan Kaluvala, Hashim Saeed, He Xie, Helian Feng, Hendrix Luo, Hengzhi Pei, Henrik Nielsen, Hesam Ilati, Himanshu Patel, Hongshan Li, Hongzhou Lin, Hussain Raza, Ian Cullinan, Imre Kiss, Inbarasan Thangamani, Indrayani Fadnavis, Ionut Teodor Sorodoc, Irem Ertuerk, Iryna Yemialyanava, Ishan Soni, Ismail Jelal, Ivan Tse, Jack FitzGerald, Jack Zhao, Jackson Rothgeb, Jacky Lee, Jake Jung, Jakub Debski, Jakub Tomczak, James Jeun, James Sanders, Jason Crowley, Jay Lee, Jayakrishna Anvesh Paidy, Jayant Tiwari, Jean Farmer, Jeff Solinsky, Jenna Lau, Jeremy Savareese, Jerzy Zagorski, Ji Dai, Jiacheng, Gu, Jiahui Li, Jian, Zheng, Jianhua Lu, Jianhua Wang, Jiawei Dai, Jiawei Mo, Jiaxi Xu, Jie Liang, Jie Yang, Jim Logan, Jimit Majmudar, Jing Liu, Jinghong Miao, Jingru Yi, Jingyang Jin, Jiun-Yu Kao, Jixuan Wang, Jiyang Wang, Joe Pemberton, Joel Carlson, Joey Blundell, John Chin-Jew, John He, Jonathan Ho, Jonathan Hueser, Jonathan Lunt, Jooyoung Lee, Joshua Tan, Joyjit Chatterjee, Judith Gaspers, Jue Wang, Jun Fang, Jun Tang, Jun Wan, Jun Wu, Junlei Wang, Junyi Shi, Justin Chiu, Justin Satriano, Justin Yee, Jwala Dhamala, Jyoti Bansal, Kai Zhen, Kai-Wei Chang, Kaixiang Lin, Kalyan Raman, Kanthashree Mysore Sathyendra, Karabo Moroe, Karan Bhandarkar, Karan Kothari, Karolina Owczarzak, Karthick Gopalswamy, Karthick Ravi, Karthik Ramakrishnan, Karthika Arumugam, Kartik Mehta, Katarzyna Konczalska, Kavya Ravikumar, Ke Tran, Kechen Qin, Kelin Li, Kelvin Li, Ketan Kulkarni, Kevin Angelo Rodrigues, Keyur Patel, Khadige Abboud, Kiana Hajebi, Klaus Reiter, Kris Schultz, Krishna Anisetty, Krishna Kotnana, Kristen Li, Kruthi Channamallikarjuna, Krzysztof Jakubczyk, Kuba Pierewoj, Kunal Pal, Kunwar Srivastav, Kyle Bannerman, Lahari Poddar, Lakshmi Prasad, Larry Tseng, Laxmikant Naik, Leena Chennuru Vankadara, Lenon Minorics, Leo Liu, Leonard Lausen, Leonardo F. R. Ribeiro, Li Zhang, Lili Gehorsam, Ling Qi, Lisa Bauer, Lori Knapp, Lu Zeng, Lucas Tong, Lulu Wong, Luoxin Chen, Maciej Rudnicki, Mahdi Namazifar, Mahesh Jaliminche, Maira Ladeira Tanke, Manasi Gupta, Mandeep Ahlawat, Mani Khanuja, Mani Sundaram, Marcin Leyk, Mariusz Momotko, Markus Boese, Markus Dreyer, Markus Mueller, Mason Fu, Mateusz Górski, Mateusz Mastalerczyk, Matias Mora, Matt Johnson, Matt Scott, Matthew Wen, Max Barysau, Maya Boumerdassi, Maya Krishnan, Mayank Gupta, Mayank Hirani, Mayank Kulkarni, Meganathan Narayanasamy, Melanie Bradford, Melanie Gens, Melissa Burke, Meng Jin, Miao Chen, Michael Denkowski, Michael Heymel, Michael Krestyaninov, Michal Obirek, Michalina Wichorowska, Michał Miotk, Milosz Watroba, Mingyi Hong, Mingzhi Yu, Miranda Liu, Mohamed Gouda, Mohammad El-Shabani, Mohammad Ghavamzadeh, Mohit Bansal, Morteza Ziyadi, Nan Xia, Nathan Susanj, Nav Bhasin, Neha Goswami, Nehal Belgamwar, Nicolas Anastassacos, Nicolas Bergeron, Nidhi Jain, Nihal Jain, Niharika Chopparapu, Nik Xu, Nikko Strom, Nikolaos Malandrakis, Nimisha Mishra, Ninad Parkhi, Ninareh Mehrabi, Nishita Sant, Nishtha Gupta, Nitesh Sekhar, Nithin Rajeev, Nithish Raja Chidambaram, Nitish Dhar, Noor Bhagwagar, Noy Konforty, Omar Babu, Omid Razavi, Orchid Majumder, Osama Dar, Oscar Hsu, Pablo Kvitca, Pallavi Pandey, Parker Seegmiller, Patrick Lange, Paul Ferraro, Payal Motwani, Pegah Kharazmi, Pei Wang, Pengfei Liu, Peter Bradtke, Peter Götz, Peter Zhou, Pichao Wang, Piotr Poskart, Pooja Sonawane, Pradeep Natarajan, Pradyun Ramadorai, Pralam Shah, Prasad Nirantar, Prasanthi Chavali, Prashan Wanigasekara, Prashant Saraf, Prashun Dey, Pratyush Pant, Prerak Pradhan, Preyaa Patel, Priyanka Dadlani, Prudhvee Narasimha Sadha, Qi Dong, Qian Hu, Qiaozi, Gao, Qing Liu, Quinn Lam, Quynh Do, R. Manmatha, Rachel Willis, Rafael Liu, Rafal Ellert, Rafal Kalinski, Rafi Al Attrach, Ragha Prasad, Ragini Prasad, Raguvir Kunani, Rahul Gupta, Rahul Sharma, Rahul Tewari, Rajaganesh Baskaran, Rajan Singh, Rajiv Gupta, Rajiv Reddy, Rajshekhar Das, Rakesh Chada, Rakesh Vaideeswaran Mahesh, Ram Chandrasekaran, Ramesh Nallapati, Ran Xue, Rashmi Gangadharaiah, Ravi Rachakonda, Renxian Zhang, Rexhina Blloshmi, Rishabh Agrawal, Robert Enyedi, Robert Lowe, Robik Shrestha, Robinson Piramuthu, Rohail Asad, Rohan Khanna, Rohan Mukherjee, Rohit Mittal, Rohit Prasad, Rohith Mysore Vijaya Kumar, Ron Diamant, Ruchita Gupta, Ruiwen Li, Ruoying Li, Rushabh Fegade, Ruxu Zhang, Ryan Arbow, Ryan Chen, Ryan Gabbard, Ryan Hoium, Ryan King, Sabarishkumar Iyer, Sachal Malick, Sahar Movaghati, Sai Balakavi, Sai Jakka, Sai Kashyap Paruvelli, Sai Muralidhar Jayanthi, Saicharan Shriram Mujumdar, Sainyam Kapoor, Sajjad Beygi, Saket Dingliwal, Saleh Soltan, Sam Ricklin, Sam Tucker, Sameer Sinha, Samridhi Choudhary, Samson Tan, Samuel Broscheit, Samuel Schulter, Sanchit Agarwal, Sandeep Atluri, Sander Valstar, Sanjana Shankar, Sanyukta Sanyukta, Sarthak Khanna, Sarvpriye Khetrapal, Satish Janakiraman, Saumil Shah, Saurabh Akolkar, Saurabh Giri, Saurabh Khandelwal, Saurabh Pawar, Saurabh Sahu, Sean Huang, Sejun Ra, Senthilkumar Gopal, Sergei Dobroshinsky, Shadi Saba, Shamik Roy, Shamit Lal, Shankar Ananthakrishnan, Sharon Li, Shashwat Srijan, Shekhar Bhide, Sheng Long Tang, Sheng Zha, Shereen Oraby, Sherif Mostafa, Shiqi Li, Shishir Bharathi, Shivam Prakash, Shiyuan Huang, Shreya Yembarwar, Shreyas Pansare, Shreyas Subramanian, Shrijeet Joshi, Shuai Liu, Shuai Tang, Shubham Chandak, Shubham Garg, Shubham Katiyar, Shubham Mehta, Shubham Srivastav, Shuo Yang, Siddalingesha D S, Siddharth Choudhary, Siddharth Singh Senger, Simon Babb, Sina Moeini, Siqi Deng, Siva Loganathan, Slawomir Domagala, Sneha Narkar, Sneha Wadhwa, Songyang Zhang, Songyao Jiang, Sony Trenous, Soumajyoti Sarkar, Soumya Saha, Sourabh Reddy, Sourav Dokania, Spurthideepika Sandiri, Spyros Matsoukas, Sravan Bodapati, Sri Harsha Reddy Wdaru, Sridevi Yagati Venkateshdatta, Srikanth Ronanki, Srinivasan R Veeravanallur, Sriram Venkatapathy, Sriramprabhu Sankaraguru, Sruthi Gorantla, Sruthi Karuturi, Stefan Schroedl, Subendhu Rongali, Subhasis Kundu, Suhaila Shakiah, Sukriti Tiwari, Sumit Bharti, Sumita Sami, Sumith Mathew, Sunny Yu, Sunwoo Kim, Suraj Bajirao Malode, Susana Cumplido Riel, Swapnil Palod, Swastik Roy, Syed Furqhan, Tagyoung Chung, Takuma Yoshitani, Taojiannan Yang, Tejaswi Chillakura, Tejwant Bajwa, Temi Lajumoke, Thanh Tran, Thomas Gueudre, Thomas Jung, Tianhui Li, Tim Seemman, Timothy Leffel, Tingting Xiang, Tirth Patel, Tobias Domhan, Tobias Falke, Toby Guo, Tom Li, Tomasz Horszczaruk, Tomasz Jedynak, Tushar Kulkarni, Tyst Marin, Tytus Metrycki, Tzu-Yen Wang, Umang Jain, Upendra Singh, Utkarsh Chirimar, Vaibhav Gupta, Vanshil Shah, Varad Deshpande, Varad Gunjal, Varsha Srikeshava, Varsha Vivek, Varun Bharadwaj, Varun Gangal, Varun Kumar, Venkatesh Elango, Vicente Ordonez, Victor Soto, Vignesh Radhakrishnan, Vihang Patel, Vikram Singh, Vinay Varma Kolanuvada, Vinayshekhar Bannihatti Kumar, Vincent Auvray, Vincent Cartillier, Vincent Ponzo, Violet Peng, Vishal Khandelwal, Vishal Naik, Vishvesh Sahasrabudhe, Vitaliy Korolev, Vivek Gokuladas, Vivek Madan, Vivek Subramanian, Volkan Cevher, Vrinda Gupta, Wael Hamza, Wei Zhang, Weitong Ruan, Weiwei Cheng, Wen Zhang, Wenbo Zhao, Wenyan Yao, Wenzhuo Ouyang, Wesley Dashner, William Campbell, William Lin, Willian Martin, Wyatt Pearson, Xiang Jiang, Xiangxing Lu, Xiangyang Shi, Xianwen Peng, Xiaofeng Gao, Xiaoge Jiang, Xiaohan Fei, Xiaohui Wang, Xiaozhou Joey Zhou, Xin Feng, Xinyan Zhao, Xinyao Wang, Xinyu Li, Xu Zhang, Xuan Wang, Xuandi Fu, Xueling Yuan, Xuning Wang, Yadunandana Rao, Yair Tavizon, Yan Rossiytsev, Yanbei Chen, Yang Liu, Yang Zou, Yangsook Park, Yannick Versley, Yanyan Zhang, Yash Patel, Yen-Cheng Lu, Yi Pan, Yi-Hsiang, Lai, Yichen Hu, Yida Wang, Yiheng Zhou, Yilin Xiang, Ying Shi, Ying Wang, Yishai Galatzer, Yongxin Wang, Yorick Shen, Yuchen Sun, Yudi Purwatama, Yue, Wu, Yue Gu, Yuechun Wang, Yujun Zeng, Yuncong Chen, Yunke Zhou, Yusheng Xie, Yvon Guy, Zbigniew Ambrozinski, Zhaowei Cai, Zhen Zhang, Zheng Wang, Zhenghui Jin, Zhewei Zhao, Zhiheng Li, Zhiheng Luo, Zhikang Zhang, Zhilin Fang, Zhiqi Bu, Zhiyuan Wang, Zhizhong Li, Zijian Wang, Zimeng, Qiu, Zishi Li

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

Comments 48 pages, 10 figures

SignAligner: Harmonizing Complementary Pose Modalities for Coherent Sign Language Generation

Xu Wang, Shengeng Tang, Lechao Cheng, Feng Li, Shuo Wang, Richang Hong

机构 * Hefei University of Technology（合肥工业大学） ； University of Science and Technology of China（中国科学技术大学） 纠错

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

A Text-guided Protein Design Framework

Shengchao Liu, Yanjing Li, Zhuoxinran Li, Anthony Gitter, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Arvind Ramanathan, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar

机构 * University of California Berkeley（加州大学伯克利分校） ； California Institute of Technology（加州理工学院） ； University of Toronto（多伦多大学） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； Morgridge Institute for Research（莫里格研究所） ； Université de Montréal（蒙特利尔大学） ； Mila-Québec Artificial Intelligence Institute（魁北克人工智能研究所） ； Texas A&M University（德克萨斯农工大学） ； Nvidia Research（Nvidia研究部） ； Argonne National Laboratory（阿贡国家实验室） ； National Research Council Canada（加拿大国家研究委员会） ； HEC Montréal（蒙特利尔HEC商学院） 纠错

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

Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models

Konstantinos Vilouras, Ilias Stogiannidis, Junyu Yan, Alison Q. O'Neil, Sotirios A. Tsaftaris

机构 * University of Edinburgh（爱丁堡大学） ； Canon Medical Research Europe Ltd.（佳能医疗欧洲有限公司） 纠错

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

Comments 14 pages, 6 figures

MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO

Yicheng Xiao, Lin Song, Yukang Chen, Yingmin Luo, Yuxin Chen, Yukang Gan, Wei Huang, Xiu Li, Xiaojuan Qi, Ying Shan

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院，清华大学） ； ARC Lab, Tencent PCG（腾讯PCG ARC实验室） ； The Chinese University of Hong Kong（香港中文大学） ； The University of Hong Kong（香港大学） 纠错

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

Comments Code: https://github.com/TencentARC/MindOmni

Anomaly Detection and Generation with Diffusion Models: A Survey

Yang Liu, Jing Liu, Chengfang Li, Rui Xi, Wenchao Li, Liang Cao, Jin Wang, Laurence T. Yang, Junsong Yuan, Wei Zhou

机构 * Department of Computer Science, The University of Toronto（多伦多大学计算机科学系） ； College of Future Information Technology, Fudan University（复旦大学未来信息技术学院） ； Division of Natural and Applied Sciences, Duke Kunshan University（杜克昆山大学自然与应用科学系） ； Department of Electrical and Computer Engineering, The University of British Columbia（不列颠哥伦比亚大学电气与计算机工程系） ； School of Computer Science, University of Sydney（悉尼大学计算机科学学院） ； Department of Chemical Engineering, Massachusetts Institute of Technology（麻省理工学院化学工程系） ； School of Future Science and Engineering, Soochow University（苏州大学未来科学与工程学院） ； School of Computer Science and Artificial Intelligence, Zhengzhou University（郑州大学计算机科学与人工智能学院） ； Department of Computer Science, St. Francis Xavier University（圣弗朗西斯科大学计算机科学系） ； Department of Computer Science and Engineering, State University of New York at Buffalo（纽约州立大学布法罗分校计算机科学与工程系） 纠错

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

Comments 20 pages, 11 figures, 13 tables

CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems

Aniket Rege, Zinnia Nie, Mahesh Ramesh, Unmesh Raskar, Zhuoran Yu, Aditya Kusupati, Yong Jae Lee, Ramya Korlakai Vinayak

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） ； University of Washington（华盛顿大学） 纠错

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

Comments 41 pages, 22 figures, 17 tables

MADFormer: Mixed Autoregressive and Diffusion Transformers for Continuous Image Generation

Junhao Chen, Yulia Tsvetkov, Xiaochuang Han

机构 * Tsinghua University（清华大学） ； University of Washington（华盛顿大学） 纠错

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

DISCO: Efficient Diffusion Solver for Large-Scale Combinatorial Optimization Problems

Hang Zhao, Kexiong Yu, Yuhang Huang, Renjiao Yi, Chenyang Zhu, Kai Xu

机构 * Wuhan University（武汉大学） ； National University of Defense Technology（国防科技大学） 纠错

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

BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration

Alan Q. Wang, Rachit Saluja, Heejong Kim, Xinzi He, Adrian Dalca, Mert R. Sabuncu

机构 * Department of Radiology, Weill Cornell Medicine, New York City, NY, USA（韦尔·科恩医学中心放射科） ； School of Electrical and Computer Engineering, Cornell University, Ithaca, NY, USA（康奈尔大学电气与计算机工程学院） ； Computer Science and Artificial Intelligence Lab at the Massachusetts Institute of Technology, Cambridge, MA, USA（麻省理工学院计算机科学与人工智能实验室） 纠错

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2025:010

Journal ref Machine.Learning.for.Biomedical.Imaging. 3 (2025)

Maximum Entropy Reinforcement Learning with Diffusion Policy

Xiaoyi Dong, Jian Cheng, Xi Sheryl Zhang

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

Comments ICML 2025

Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning

Suzan Ece Ada, Erhan Oztop, Emre Ugur

机构 * Department of Computer Engineering, Bogazici University（计算机工程系，博雅大学） ； SISReC, OTRI, Osaka University（SISReC、OTRI、大阪大学） ； Department of Computer Science, Ozyegin University（计算机科学系，奥兹格伦大学） 纠错

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

Comments Published in IEEE RA-L with IROS presentation option (2024 IEEE/RSJ International Conference on Intelligent Robots and Systems), 8 pages, 7 figures

Journal ref IEEE Robotics and Automation Letters, Volume: 9, Issue: 4, 3116 - 3123 (April 2024)

AI-powered Contextual 3D Environment Generation: A Systematic Review

Miguel Silva, Alexandre Valle de Carvalho

机构 * Faculty of Engineering, University of Porto（葡萄牙波尔图大学工程学院） ； INESC TEC（葡萄牙INESC TEC） 纠错

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

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning

Xinyan Chen, Renrui Zhang, Dongzhi Jiang, Aojun Zhou, Shilin Yan, Weifeng Lin, Hongsheng Li

机构 * CUHK MMLab（香港大学MMLab） 纠错

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

Comments Code is released at https://github.com/xinyan-cxy/MINT-CoT

SuperMapNet for Long-Range and High-Accuracy Vectorized HD Map Construction

Ruqin Zhou, Chenguang Dai, Wanshou Jiang, Yongsheng Zhang, Hanyun Wang, San Jiang

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

Comments 13 pages, 9 figures

Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models

Ruiyu Wang, Yu Yuan, Shizhao Sun, Jiang Bian

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

Comments ICML 2025 camera ready

UNIC: Unified In-Context Video Editing

Zixuan Ye, Xuanhua He, Quande Liu, Qiulin Wang, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Qifeng Chen, Wenhan Luo

机构 * The Hong Kong University of Science and Technology（香港科学与技术大学） ； Kuaishou Technology（快手科技） 纠错

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

Comments The project page is at \href{https://zixuan-ye.github.io/UNIC}{https://zixuan-ye.github.io/UNIC}

EmoArt: A Multidimensional Dataset for Emotion-Aware Artistic Generation

Cheng Zhang, Hongxia xie, Bin Wen, Songhan Zuo, Ruoxuan Zhang, Wen-huang Cheng

机构 * Jilin University（吉林大学） ； National Taiwan University（国立台湾大学） 纠错

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

BadReward: Clean-Label Poisoning of Reward Models in Text-to-Image RLHF

Kaiwen Duan, Hongwei Yao, Yufei Chen, Ziyun Li, Tong Qiao, Zhan Qin, Cong Wang

机构 * City University of Hong Kong（香港城市大学） ； Zhejiang University（浙江大学） ； KTH Royal Institute of Technology（皇家理工学院） ； Hangzhou Dianzi University（杭州电子科技大学） 纠错

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

FlexPainter: Flexible and Multi-View Consistent Texture Generation

Dongyu Yan, Leyi Wu, Jiantao Lin, Luozhou Wang, Tianshuo Xu, Zhifei Chen, Zhen Yang, Lie Xu, Shunsi Zhang, Yingcong Chen

机构 * HKUST(GZ)（香港科技大学（广州）） ； Quwan（启文） ； HKUST（香港科技大学） 纠错

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

Comments 11 pages, 10 figures in main paper, 10 pages, 12 figures in supplementary

Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine

Zhuoxuan Jiang, Tianyang Zhang, Peiyan Peng, Jing Chen, Yinong Xun, Haotian Zhang, Lichi Li, Yong Li, Shaohua Zhang

机构 * Shanghai Business School（上海商学院） ； Shanghai Jiaotong University（上海交通大学） ； Cisco Systems Inc.（思科系统公司） ； Beijing Shangruitong Education Technology Co., Ltd.（北京尚润通教育科技有限公司） 纠错

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

Comments To Appear in ACL'25