多模态大模型 - arXivDaily 专题

2412.09955 2025-06-16 cond-mat.str-el cond-mat.mtrl-sci 50%

Bilayer orthogonal ferromagnetism in CrTe$_2$-based van der Waals system

Chiara Bigi, Cyriack Jego, Vincent Polewczyk, Alessandro De Vita, Thomas Jaouen, Hulerich C. Tchouekem, François Bertran, Patrick Le Fèvre, Pascal Turban, Jean-François Jacquot, Jill A. Miwa, Oliver J. Clark, Anupam Jana, Sandeep Kumar Chaluvadi, Pasquale Orgiani, Mario Cuoco, Mats Leandersson, Thiagarajan Balasubramanian, Thomas Olsen, Younghun Hwang, Matthieu Jamet, Federico Mazzola

专题命中多模态生成：multimodal(abstract)

Journal ref Nat Commun 16, 4495 (2025)

2506.06942 2025-06-10 eess.SP cs.LG 50%

Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6G

Mohammad Farzanullah, Han Zhang, Akram Bin Sediq, Ali Afana, Melike Erol-Kantarci

机构 * University of Ottawa（渥太华大学）； Ericsson Inc.（爱立信公司）

专题命中多模态生成：multimodal(abstract)

Comments IEEE PIMRC conference, 6 pages, 6 figures

2505.09430 2025-06-06 cs.RO cs.LG 50%

Mini Diffuser: Fast Multi-task Diffusion Policy Training Using Two-level Mini-batches

Yutong Hu, Pinhao Song, Kehan Wen, Renaud Detry

机构 * KU Leuven（卢森堡大学）； ETH Zurich（苏黎世联邦理工学院）

专题命中多模态生成：multimodal(abstract)

2108.09340 2025-06-06 cond-mat.mtrl-sci physics.comp-ph 50%

A taxonomy of grain boundary migration mechanisms via displacement texture characterization

Ian Chesser, Brandon Runnels, Elizabeth Holm

专题命中多模态生成：multimodal(abstract)

Journal ref Acta Materialia, 2021

2506.04161 2025-06-05 cs.SE 50%

VISCA: Inferring Component Abstractions for Automated End-to-End Testing

Parsa Alian, Martin Tang, Ali Mesbah

专题命中多模态生成：multimodal(abstract)

2408.13805 2025-06-05 cs.LG 50%

Prior Learning in Introspective VAEs

Ioannis Athanasiadis, Fredrik Lindsten, Michael Felsberg

专题命中多模态生成：multimodal(abstract)

2503.17770 2025-06-04 eess.SY cs.SY 50%

Probabilistic Net Load Forecasting for High-Penetration RES Grids Utilizing Enhanced Conditional Diffusion Model

Yixiang Huang, Jianhua Pei, Luocheng Chen, Zhenchang Du, Jinfu Chen, Zirui Peng

专题命中多模态生成：multi-modal(abstract)

2503.00339 2025-06-03 cs.RO 50%

Falcon: Fast Visuomotor Policies via Partial Denoising

Haojun Chen, Minghao Liu, Chengdong Ma, Xiaojian Ma, Zailin Ma, Huimin Wu, Yuanpei Chen, Yifan Zhong, Mingzhi Wang, Qing Li, Yaodong Yang

专题命中多模态生成：multimodal(abstract)

2401.17539 2025-06-03 cs.LG stat.CO 50%

Gradient-Free Score-Based Sampling Methods with Ensembles

Bryan Riel, Tobias Bischoff

专题命中多模态生成：multi-modal(abstract)

Journal ref Applied Mathematical Modelling (2025), 147,

2505.24015 2025-06-02 eess.IV 50%

Semantics-Guided Generative Image Compression

Cheng-Lin Wu, Hyomin Choi, Ivan V. Bajić

专题命中多模态生成：multimodal(abstract)

Comments 6 pages, 4 figures, IEEE ICIP 2025

2505.23249 2025-05-30 cs.NI eess.SP 50%

Context-Aware Semantic Communication for the Wireless Networks

Guangyuan Liu, Yinqiu Liu, Jiacheng Wang, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Abbas Jamalipour

专题命中多模态生成：multimodal(abstract)

2505.21711 2025-05-29 cond-mat.stat-mech 50%

The Memory Engine: Self-Organized Coherence from Internal Feedback

Aranyak Sarkar

专题命中多模态生成：multimodal(abstract)

2412.09342 2025-05-28 cs.RO cs.LG cs.SY eess.SY 50%

Diffusion Predictive Control with Constraints

Ralf Römer, Alexander von Rohr, Angela P. Schoellig

机构 * Technical University of Munich（慕尼黑技术大学）； TUM School of Computation Information and Technology（TUM计算信息学院）； Learning Systems and Robotics Lab（学习系统与机器人实验室）； Munich Institute of Robotics and Machine Intelligence (MIRMI)（慕尼黑机器人与机器智能研究所）

专题命中多模态生成：multimodal(abstract)

Comments Accepted to L4DC 2025. Code: https://github.com/ralfroemer99/dpcc. 14 pages, 3 figures, 3 tables

2505.19516 2025-05-27 cs.RO 50%

DiffE2E: Rethinking End-to-End Driving with a Hybrid Action Diffusion and Supervised Policy

Rui Zhao, Yuze Fan, Ziguo Chen, Fei Gao, Zhenhai Gao

机构 * College of Automotive Engineering, Jilin University（汽车工程学院，吉林大学）； National Key Laboratory of Automotive Chassis Integration and Bionics, Jilin University（汽车底盘集成与生物力学国家重点实验室，吉林大学）

专题命中多模态生成：multimodal(abstract)

2505.19431 2025-05-27 cs.LG 50%

Importance Weighted Score Matching for Diffusion Samplers with Enhanced Mode Coverage

Chenguang Wang, Xiaoyu Zhang, Kaiyuan Cui, Weichen Zhao, Yongtao Guan, Tianshu Yu

机构 * School of Data Science, The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）数据科学学院）； Shenzhen Research Institute of Big Data（深圳大数据研究院）； The Academy of Mathematics and Systems Science, Chinese Academy of Sciences（中国科学院数学与系统科学研究院）； The School of Statistics and Data Science, LPMC & KLMDASR, Nankai University（南开大学统计与数据科学学院）

专题命中多模态生成：multi-modal(abstract)

2408.02814 2025-05-27 cs.LG cs.CR 50%

Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services

Shaopeng Fu, Xuexue Sun, Ke Qing, Tianhang Zheng, Di Wang

机构 * King Abdullah University of Science and Technology（卡塔尔国王 Abdullah 科学与技术大学）； HitoX ； University of Science and Technology of China（中国科学技术大学）； Zhejiang University（浙江大学）

专题命中多模态生成：multimodal(abstract)

2505.09904 2025-05-26 cs.SE 50%

UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs

Yi Gui, Zhen Li, Zhongyi Zhang, Yao Wan, Dongping Chen, Hongyu Zhang, Yi Su, Bohua Chen, Xing Zhou, Wenbin Jiang, Xiangliang Zhang

专题命中多模态生成：multimodal(abstract)

Comments WWW' 2025

2502.07151 2025-05-21 cs.LG 50%

Conditional Distribution Quantization in Machine Learning

Blaise Delattre, Sylvain Delattre, Alexandre Vérine, Alexandre Allauzen

专题命中多模态生成：multimodal(abstract)

2503.21812 2025-05-19 cs.LG 50%

IPGO: Indirect Prompt Gradient Optimization for Parameter-Efficient Prompt-level Fine-Tuning on Text-to-Image Models

Jianping Ye, Michel Wedel, Kunpeng Zhang

机构 * University of Maryland, College Park（马里兰大学学院公园分校）

专题命中多模态生成：image-text(abstract)

Comments 9 pages, 2 figures, 4 tables

2408.02454 2025-05-19 cs.RO 50%

VL-TGS: Trajectory Generation and Selection using Vision Language Models in Mapless Outdoor Environments

Daeun Song, Jing Liang, Xuesu Xiao, Dinesh Manocha

机构 * Department of Computer Science, George Mason University（乔治·马歇尔大学计算机科学系）； Department of Computer Science, University of Maryland（马里兰大学计算机科学系）

专题命中多模态生成：multi-modal(abstract)

2409.15816 2025-05-09 eess.SY cs.SY 50%

Diffusion Models for Intelligent Transportation Systems: A Survey

Mingxing Peng, Kehua Chen, Xusen Guo, Qiming Zhang, Hui Zhong, Meixin Zhu, Hai Yang

专题命中多模态生成：multi-modal(abstract)

Comments 7 figures

2505.03556 2025-05-07 cs.IT math.IT 50%

A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications and Challenges

Feibo Jiang, Cunhua Pan, Li Dong, Kezhi Wang, Merouane Debbah, Dusit Niyato, Zhu Han

专题命中多模态生成：multimodal(abstract)

2504.11936 2025-05-06 cs.GR cs.HC eess.SP 50%

Mind2Matter: Creating 3D Models from EEG Signals

Xia Deng, Shen Chen, Jiale Zhou, Lei Li

专题命中多模态生成：multimodal(abstract)

2505.01179 2025-05-05 cs.RO 50%

Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings

Andreas Sochopoulos, Nikolay Malkin, Nikolaos Tsagkas, João Moura, Michael Gienger, Sethu Vijayakumar

专题命中多模态生成：multimodal(abstract)

2311.10833 2025-04-29 cs.HC cs.CY 50%

Generative AI has lowered the barriers to computational social sciences

Yongjun Zhang

专题命中多模态生成：multimodal(abstract)

2502.15043 2025-04-29 cs.RO cs.SY eess.SY 50%

DDAT: Diffusion Policies Enforcing Dynamically Admissible Robot Trajectories

Jean-Baptiste Bouvier, Kanghyun Ryu, Kartik Nagpal, Qiayuan Liao, Koushil Sreenath, Negar Mehr

机构 * ICON Lab and Hybrid Robotics Lab , University of California Berkeley（ICON实验室和混合机器人实验室，加州大学伯克利分校）

专题命中多模态生成：multimodal(abstract)

Journal ref Robotics: Science and Systems (RSS) 2025

2504.13069 2025-04-18 cs.SE cs.HC 50%

Early Accessibility: Automating Alt-Text Generation for UI Icons During App Development

Sabrina Haque, Christoph Csallner

专题命中多模态生成：multi-modal(abstract)

2504.12412 2025-04-18 cs.RO cs.LG 50%

Diffusion Based Robust LiDAR Place Recognition

Benjamin Krummenacher, Jonas Frey, Turcan Tuna, Olga Vysotska, Marco Hutter

专题命中多模态生成：multi-modal(abstract)

Comments accepted for ICRA 2025

2408.14254 2025-04-15 q-bio.NC cs.LG 50%

Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks

Gang Qu, Ziyu Zhou, Vince D. Calhoun, Aiying Zhang, Yu-Ping Wang

专题命中多模态生成：multimodal(abstract)

2504.08739 2025-04-15 cs.IR cs.HC 50%

Enhancing Product Search Interfaces with Sketch-Guided Diffusion and Language Agents

Edward Sun

专题命中多模态生成：multimodal(abstract)

Comments Companion Proceedings of the ACM Web Conference 2025

1. 多模态生成 4975 篇

Bilayer orthogonal ferromagnetism in CrTe$_2$-based van der Waals system

Conditional Denoising Diffusion for ISAC Enhanced Channel Estimation in Cell-Free 6G

Mini Diffuser: Fast Multi-task Diffusion Policy Training Using Two-level Mini-batches

A taxonomy of grain boundary migration mechanisms via displacement texture characterization

VISCA: Inferring Component Abstractions for Automated End-to-End Testing

Prior Learning in Introspective VAEs

Probabilistic Net Load Forecasting for High-Penetration RES Grids Utilizing Enhanced Conditional Diffusion Model

Falcon: Fast Visuomotor Policies via Partial Denoising

Gradient-Free Score-Based Sampling Methods with Ensembles

Semantics-Guided Generative Image Compression

Context-Aware Semantic Communication for the Wireless Networks

The Memory Engine: Self-Organized Coherence from Internal Feedback

Diffusion Predictive Control with Constraints

DiffE2E: Rethinking End-to-End Driving with a Hybrid Action Diffusion and Supervised Policy

Importance Weighted Score Matching for Diffusion Samplers with Enhanced Mode Coverage

Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services

UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs

Conditional Distribution Quantization in Machine Learning

IPGO: Indirect Prompt Gradient Optimization for Parameter-Efficient Prompt-level Fine-Tuning on Text-to-Image Models

VL-TGS: Trajectory Generation and Selection using Vision Language Models in Mapless Outdoor Environments

Diffusion Models for Intelligent Transportation Systems: A Survey

A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications and Challenges

Mind2Matter: Creating 3D Models from EEG Signals

Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings

Generative AI has lowered the barriers to computational social sciences

DDAT: Diffusion Policies Enforcing Dynamically Admissible Robot Trajectories

Early Accessibility: Automating Alt-Text Generation for UI Icons During App Development

Diffusion Based Robust LiDAR Place Recognition

Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks

Enhancing Product Search Interfaces with Sketch-Guided Diffusion and Language Agents