图像生成

An extended Merton problem with relaxed benchmark tracking

Lijun Bo, Yijie Huang, Xiang Yu

专题命中 图像生成评测 ：diffusion(abstract)

Comments Final version, forthcoming in Mathematical Finance

Asking Clarifying Questions for Preference Elicitation With Large Language Models

Ali Montazeralghaem, Guy Tennenholtz, Craig Boutilier, Ofer Meshi

机构 * Google（谷歌） 纠错

专题命中 图像生成评测 ：diffusion(abstract)

Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GAN

Wei Huang, Hanchen Wang, Dong Wen, Shaozhen Ma, Wenjie Zhang, Xuemin Lin

机构 * University of New South Wales（新南威尔士大学） ； University of Technology Sydney（技术与科学大学） ； Shanghai Jiaotong University（上海交通大学） 纠错

专题命中 图像生成评测 ：diffusion(abstract)

AbBiBench: A Benchmark for Antibody Binding Affinity Maturation and Design

Xinyan Zhao, Yi-Ching Tang, Akshita Singh, Victor J Cantu, KwanHo An, Junseok Lee, Adam E Stogsdill, Ibraheem M Hamdi, Ashwin Kumar Ramesh, Zhiqiang An, Xiaoqian Jiang, Yejin Kim

机构 * McWilliams School of Biomedical Informatics, UTHealth Houston（麦威廉生物医学信息学学院，UT健康科学中心休斯顿分校） ； University of Texas Health Science Center（德克萨斯大学健康科学中心） ； Korea Advanced Institute of Science and Technology（韩国科学技术院） ； Texas Therapeutics Institute（德克萨斯疗法研究所） ； Brown Foundation Institute of Molecular Medicine, UTHealth Houston（布朗基金会分子医学研究所，UT健康科学中心休斯顿分校） 纠错

专题命中 图像生成评测 ：diffusion(abstract)

Reliable and Scalable Robot Policy Evaluation with Imperfect Simulators

Apurva Badithela, David Snyder, Lihan Zha, Joseph Mikhail, Matthew O'Kelly, Anushri Dixit, Anirudha Majumdar

机构 * Princeton University（普林斯顿大学） ； University of Texas, Austin（德克萨斯大学奥斯汀分校） ； University of California, Los Angeles（加州大学洛杉矶分校） 纠错

专题命中 图像生成评测 ：diffusion(abstract)

Taming OOD Actions for Offline Reinforcement Learning: An Advantage-Based Approach

Xuyang Chen, Keyu Yan, Wenhan Cao, Lin Zhao

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） ； National University of Singapore（新加坡国立大学） 纠错

专题命中 图像生成评测 ：diffusion(abstract)

Foundation models for equation discovery in high energy physics

Manuel Morales-Alvarado

专题命中 图像生成评测 ：image generation(abstract)

Comments 6 pages

Blueprint-Bench: Comparing spatial intelligence of LLMs, agents and image models

Lukas Petersson, Axel Backlund, Axel Wennstöm, Hanna Petersson, Callum Sharrock, Arash Dabiri

机构 * Andon Labs（安登实验室） 纠错

专题命中 图像生成评测 ：image generation(abstract)

Comments 9 pages, 8 figures, submitted for ICLR 2026

FRABench and UFEval: Unified Fine-grained Evaluation with Task and Aspect Generalization

Shibo Hong, Jiahao Ying, Haiyuan Liang, Mengdi Zhang, Jun Kuang, Jiazheng Zhang, Yixin Cao

机构 * School of Computer Science, Fudan University（复旦大学计算机学院） ； Meituan Group（美团集团） ； School of Computer Science, Singapore Management University（新加坡管理学院） 纠错

专题命中 图像生成评测 ：image generation(abstract)

CUPID: Curating Data your Robot Loves with Influence Functions

Christopher Agia, Rohan Sinha, Jingyun Yang, Rika Antonova, Marco Pavone, Haruki Nishimura, Masha Itkina, Jeannette Bohg

机构 * Stanford University（斯坦福大学） ； University of Cambridge（剑桥大学） ； NVIDIA Research（NVIDIA研究） ； Toyota Research Institute（丰田研究机构） 纠错

专题命中 图像生成评测 ：diffusion(abstract)

Comments Project page: https://cupid-curation.github.io. 27 pages, 15 figures. Accepted to the Conference on Robot Learning (CoRL) 2025

Transformer-based Topology Optimization

Aaron Lutheran, Srijan Das, Alireza Tabarraei

专题命中 图像生成评测 ：diffusion(abstract)

ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation

Oucheng Huang, Yuhang Ma, Zeng Zhao, Mingrui Wu, Jiayi Ji, Rongsheng Zhang, Zhipeng Hu, Xiaoshuai Sun, Rongrong Ji

专题命中 图像生成评测 ：image generation(abstract)

Flow-based generative models as iterative algorithms in probability space

Yao Xie, Xiuyuan Cheng

机构 * H. Milton Stewart School of Industrial and Systems Engineering (ISyE) at the Georgia Institute of Technology（佐治亚理工学院H.米尔顿·斯图尔特工业与系统工程学院） ； Mathematics Department at Duke University（杜克大学数学系） 纠错

专题命中 图像生成评测 ：image generation(abstract)

Comments IEEE Signal Processing Magazine, Special Issue on The Mathematics of Deep Learning, 2025

Evaluation of in vitro antibacterial activity and phytochemical profile of aqueous leaf extract of Asystasia variabilis

R Wijerathna, NAV Asanthi, WD Ratnasooriya, RN Pathirana, NRM Nelumdeniya

专题命中 图像生成评测 ：diffusion(abstract)

Competition and Attraction Improve Model Fusion

João Abrantes, Robert Tjarko Lange, Yujin Tang

机构 * Sakana AI 纠错

专题命中 图像生成评测 ：image generation(abstract)

Comments Accepted at GECCO 2025 as a full paper

UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion

Zihan Liang, Yufei Ma, ZhiPeng Qian, Huangyu Dai, Zihan Wang, Ben Chen, Chenyi Lei, Yuqing Ding, Han Li

机构 * Kuaishou Technology（快手科技） 纠错

专题命中 图像生成评测 ：text-to-image(abstract)

Comments Accepted at CIKM2025 as a long paper

Say It, See It: A Systematic Evaluation on Speech-Based 3D Content Generation Methods in Augmented Reality

Yanming Xiu, Joshua Chilukuri, Shunav Sen, Maria Gorlatova

专题命中 图像生成评测 ：image generation(abstract)

Comments Accepted to ISMAR 2025 UNAI Workshop

EvaDrive: Evolutionary Adversarial Policy Optimization for End-to-End Autonomous Driving

Siwen Jiao, Kangan Qian, Hao Ye, Yang Zhong, Ziang Luo, Sicong Jiang, Zilin Huang, Yangyi Fang, Jinyu Miao, Zheng Fu, Yunlong Wang, Kun Jiang, Diange Yang, Rui Fan, Baoyun Peng

专题命中 图像生成评测 ：diffusion(abstract)

Evaluation of the probability current in the stochastic path integral formalism

Valentin Wilhelm, Matthias Krüger, Matthias Fuchs, Florian Vogel

专题命中 图像生成评测 ：diffusion(abstract)

Comments 21 pages

Journal ref J. Phys. A: Math. Theor. 58 335001 (2025)

Classification of small-ball modes and maximum a posteriori estimators in metric spaces

Ilja Klebanov, Hefin Lambley, T. J. Sullivan

专题命中 图像生成评测 ：diffusion(abstract)

Comments 63 pages

Quantitative evaluation of methods to analyze motion changes in single-particle experiments

Gorka Muñoz-Gil, Harshith Bachimanchi, Jesús Pineda, Benjamin Midtvedt, Gabriel Fernández-Fernández, Borja Requena, Yusef Ahsini, Solomon Asghar, Jaeyong Bae, Francisco J. Barrantes, Steen W. B. Bender, Clément Cabriel, J. Alberto Conejero, Marc Escoto, Xiaochen Feng, Rasched Haidari, Nikos S. Hatzakis, Zihan Huang, Ignacio Izeddin, Hawoong Jeong, Yuan Jiang, Jacob Kæstel-Hansen, Judith Miné-Hattab, Ran Ni, Junwoo Park, Xiang Qu, Lucas A. Saavedra, Hao Sha, Nataliya Sokolovska, Yongbing Zhang, Giorgio Volpe, Maciej Lewenstein, Ralf Metzler, Diego Krapf, Giovanni Volpe, Carlo Manzo

专题命中 图像生成评测 ：diffusion(abstract)

Comments 37 pages, 8 figures. This is the author's version of the article published in Nature Communications under CC BY 4.0. The final published version is available at https://doi.org/10.1038/s41467-025-61949-x

Journal ref Nat Commun 16, 6749 (2025)

Toward Using Machine Learning as a Shape Quality Metric for Liver Point Cloud Generation

Khoa Tuan Nguyen, Gaeun Oh, Ho-min Park, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Niki Rashidian, Wesley De Neve

机构 * IDLab, ELIS, Ghent University, Ghent, Belgium Center for Biosystems ； Biotech Data Science, Ghent University Global Campus, Incheon, Korea Department of Mathematics, Computer Science 纠错

专题命中 图像生成评测 ：diffusion(abstract)

R-Index: A Robust Metric for IVIM Parameter Estimation on Clinical MRI Scanners

Yan Dai, Xun Jia, Yen-peng Liao, Jie Deng

专题命中 图像生成评测 ：diffusion(abstract)

General diffusions on metric graphs as limits of time-space Markov Chains

Alexis Anagnostakis

专题命中 图像生成评测 ：diffusion(abstract)

JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment

Renhang Liu, Chia-Yu Hung, Navonil Majumder, Taylor Gautreaux, Amir Ali Bagherzadeh, Chuan Li, Dorien Herremans, Soujanya Poria

专题命中 图像生成评测 ：diffusion(abstract)

Comments https://github.com/declare-lab/jamify

Risk In Context: Benchmarking Privacy Leakage of Foundation Models in Synthetic Tabular Data Generation

Jessup Byun, Xiaofeng Lin, Joshua Ward, Guang Cheng

机构 * University of California, Los Angeles（加州大学洛杉矶分校） 纠错

专题命中 图像生成评测 ：diffusion(abstract)

Comments Accepted by Agentic & GenAI Evaluation KDD2025, poster presentation

Strategy Evolution in the Adoption of Conservation Tillage Technology under Time Preference Heterogeneity and Lemon Market: Insights from Evolutionary Dynamics

Dingyi Wang, Ruqiang Guo, Qian Lu

专题命中 图像生成评测 ：diffusion(abstract)

DMOSpeech 2: Reinforcement Learning for Duration Prediction in Metric-Optimized Speech Synthesis

Yinghao Aaron Li, Xilin Jiang, Fei Tao, Cheng Niu, Kaifeng Xu, Juntong Song, Nima Mesgarani

专题命中 图像生成评测 ：diffusion(abstract)

Dataset and Benchmark for Enhancing Critical Retained Foreign Object Detection

Yuli Wang, Victoria R. Shi, Liwei Zhou, Richard Chin, Yuwei Dai, Yuanyun Hu, Cheng-Yi Li, Haoyue Guan, Jiashu Cheng, Yu Sun, Cheng Ting Lin, Ihab Kamel, Premal Trivedi, Pamela Johnson, John Eng, Harrison Bai

专题命中 图像生成评测 ：diffusion(abstract)

DexH2R: A Benchmark for Dynamic Dexterous Grasping in Human-to-Robot Handover

Youzhuo Wang, Jiayi Ye, Chuyang Xiao, Yiming Zhong, Heng Tao, Hang Yu, Yumeng Liu, Jingyi Yu, Yuexin Ma

机构 * ShanghaiTech University（上海科技大学） ； The University of Hong Kong（香港大学） 纠错

专题命中 图像生成评测 ：diffusion(abstract)

Comments Comments: Accepted by ICCV 2025. Project page: https://dexh2r.github.io/