图像生成

Prompt-Based Safety Guidance Is Ineffective for Unlearned Text-to-Image Diffusion Models

Jiwoo Shin, Byeonghu Na, Mina Kang, Wonhyeok Choi, Il-Chul Moon

机构 * KAIST（韩国科学技术院） 纠错

专题命中 文生图 ：text-to-image(title,abstract)；diffusion(title)；分类 cs.CV

Comments Accepted at NeurIPS 2025 Workshop on Generative and Protective AI for Content Creation

RFNNS: Robust Fixed Neural Network Steganography with Universal Text-to-Image Models

Yu Cheng, Jiuan Zhou, Jiawei Chen, Zhaoxia Yin, Xinpeng Zhang

专题命中 文生图 ：text-to-image(title)；分类 cs.MM

What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models

Keyon Vafa, Sarah Bentley, Jon Kleinberg, Sendhil Mullainathan

机构 * Harvard University（哈佛大学） ； MIT（麻省理工学院） ； Cornell University（康奈尔大学） 纠错

专题命中 文生图 ：text-to-image(abstract)；分类 cs.CV

Chat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models

Ronghuan Wu, Wanchao Su, Jing Liao

机构 * City University of Hong Kong（香港城市大学） ； Monash University（墨尔本大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV、cs.GR

Comments Project Page: https://chat2svg.github.io/

DreamPose3D: Hallucinative Diffusion with Prompt Learning for 3D Human Pose Estimation

Jerrin Bright, Yuhao Chen, John S. Zelek

机构 * Vision and Image Processing Lab（视觉与图像处理实验室） ； University of Waterloo（滑铁卢大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

DBINDS -- Can Initial Noise from Diffusion Model Inversion Help Reveal AI-Generated Videos?

Yanlin Wu, Xiaogang Yuan, Dezhi An

机构 * School of Cyber Security, Gansu University of Political Science and Law（政治法律科学学院） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments Preprint. Submitted to IEEE Transactions on Dependable and Secure Computing (TDSC) on 16 September 2025

DT-NVS: Diffusion Transformers for Novel View Synthesis

Wonbong Jang, Jonathan Tremblay, Lourdes Agapito

机构 * UCL（伦敦大学学院） ； NVIDIA（英伟达） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Comments 14 pages

Laplacian Score Sharpening for Mitigating Hallucination in Diffusion Models

Barath Chandran. C, Srinivas Anumasa, Dianbo Liu

机构 * Indian Institute of Technology, Roorkee（印度理工学院罗尔基分校） ； National University of Singapore（新加坡国立大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Restoring momentum conservation to magnetized quasilinear diffusion

I. E. Ochs

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 10 pages, 2 figures

Finite size scaling and edge effects in the Takayasu model of aggregation diffusion with input

Rohan Banerjee Ravindran, R. Rajesh

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 14 pages, 14 figures

Diffusion-based Sinogram Interpolation for Limited Angle PET

Rüveyda Yilmaz, Julian Thull, Johannes Stegmaier, Volkmar Schulz

机构 * Institute of Imaging and Computer Vision, RWTH Aachen University（成像与计算机视觉研究所，亚琛工业大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Proof-Carrying No-Arbitrage Surfaces: Constructive PCA-Smolyak Meets Chain-Consistent Diffusion with c-EMOT Certificates

Jian'an Zhang

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 51 pages; includes figures, algorithms, and appendices

Diff-V2M: A Hierarchical Conditional Diffusion Model with Explicit Rhythmic Modeling for Video-to-Music Generation

Shulei Ji, Zihao Wang, Jiaxing Yu, Xiangyuan Yang, Shuyu Li, Songruoyao Wu, Kejun Zhang

专题命中 扩散模型 ：diffusion(title,abstract)

Comments AAAI 2026

TiDAR: Think in Diffusion, Talk in Autoregression

Jingyu Liu, Xin Dong, Zhifan Ye, Rishabh Mehta, Yonggan Fu, Vartika Singh, Jan Kautz, Ce Zhang, Pavlo Molchanov

机构 * NVIDIA 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments NVIDIA-Tech Report

Diffusion Policies with Value-Conditional Optimization for Offline Reinforcement Learning

Yunchang Ma, Tenglong Liu, Yixing Lan, Xin Yin, Changxin Zhang, Xinglong Zhang, Xin Xu

机构 * College of Intelligence Science and Technology, National University of Defense Technology（智能科学与技术学院，国防科技大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments IROS 2025

Mobile chemical cage: Revealing the origin of anomalous lithium diffusion in liquid $Li_{17}Pb_{83}$ alloy

Sensen Lin, Yang Gao, Yongheng Lu, Yongkuan Zhang, Yiqiang Sun

专题命中 扩散模型 ：diffusion(title,abstract)

Aligning Diffusion Language Models via Unpaired Preference Optimization

Vaibhav Jindal, Hejian Sang, Chun-Mao Lai, Yanning Chen, Zhipeng Wang

机构 * LinkedIn Corporation（LinkedIn公司） ； University of California San Diego（加州大学圣地亚哥分校） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation

Jing Wang, Wonho Bae, Jiahong Chen, Wenxu Wang, Junhyug Noh

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

Act to See, See to Act: Diffusion-Driven Perception-Action Interplay for Adaptive Policies

Jing Wang, Weiting Peng, Jing Tang, Zeyu Gong, Xihua Wang, Bo Tao, Li Cheng

机构 * University of Alberta（阿尔伯塔大学） ； Huazhong University of Science and Technology（华中科技大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

When and How Ultrasound Enhances Nanoparticle Diffusion in Hydrogels: A Stick-and-Release Mechanism

Pablo M. Blanco, Hedda H. Rønneberg, Rita S. Dias

专题命中 扩散模型 ：diffusion(title,abstract)

Journal ref Journal of Colloid and Interface Science Volume 704, Part 2, 15 February 2026, 139402

A Dynamical Cartography of the Epistemic Diffusion of Artificial Intelligence in Neuroscience

Sylvain Fontaine

专题命中 扩散模型 ：diffusion(title,abstract)

Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions

Ye Zhu, Duo Xu, Zhiwei Deng, Jonathan C. Tan, Olga Russakovsky

机构 * LIX, École Polytechnique, IP Paris（巴黎高等理工学院LIX研究所） ； Canadian Institute for Theoretical Astrophysics (CITA), University of Toronto（多伦多大学加拿大理论天体物理研究所） ； Google DeepMind（谷歌DeepMind） ； Department of Astronomy, University of Virginia（弗吉尼亚大学天文学系） ； Department of Space, Earth & Environment, Chalmers University of Technology（楚科夫斯基技术大学空间、地球与环境系） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Accepted to NeurIPS 2025. Code available at https://github.com/L-YeZhu/AstroDSB. Updated funding information from last version

Mass diffusion and bending in dynamic wetting by phase-field and sharp-interface models

Tomas Fullana, Stéphane Zaleski, Gustav Amberg

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 30 pages, 10 figures

Journal ref Phys. Rev. E 112, 045108, Published 21 October, 2025

Harnack Inequalities and Ergodicity of Stochastic Reaction-Diffusion Equation in $L^p$

Zhihui Liu

专题命中 扩散模型 ：diffusion(title,abstract)

Journal ref Stochastics 97 (2025), no. 5, 612--634

Formal Verification of Diffusion Auctions

Rustam Galimullin, Munyque Mittelmann, Laurent Perrussel

专题命中 扩散模型 ：diffusion(title,abstract)

Comments This is an extended version of the paper with the same title that will appear in the proceedings of AAAI 2026. This version contains a technical appendix with proof details that, for space reasons, do not appear in the AAAI 2026 version

RefiDiff: Progressive Refinement Diffusion for Efficient Missing Data Imputation

Md Atik Ahamed, Qiang Ye, Qiang Cheng

专题命中 扩散模型 ：diffusion(title)

Comments AAAI 2026

An ICTM-RMSAV Framework for Bias-Field Aware Image Segmentation under Poisson and Multiplicative Noise

Xinyu Wang, Wenjun Yao, Fanghui Song, Zhichang Guo

机构 * School of Mathematics, Harbin Institute of Technology（数学学院，哈尔滨工业大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Machines Serve Human: A Novel Variable Human-machine Collaborative Compression Framework

Zifu Zhang, Shengxi Li, Xiancheng Sun, Mai Xu, Zhengyuan Liu, Jingyuan Xia

机构 * School of Electronic and Information Engineering, Beihang University（北京航空航天大学电子与信息工程学院） ； State Key Laboratory of Virtual Reality Technology and Systems, Beihang University（北京航空航天大学虚拟现实技术与系统国家重点实验室） ； Department of Electronic Science and Technology, National University of Defense Technology（国防科技大学电子科学与技术系） 纠错

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Predict and Resist: Long-Term Accident Anticipation under Sensor Noise

Xingcheng Liu, Bin Rao, Yanchen Guan, Chengyue Wang, Haicheng Liao, Jiaxun Zhang, Chengyu Lin, Meixin Zhu, Zhenning Li

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Comments accepted by the Fortieth AAAI Conference on Artificial Intelligence (AAAI-26)

A scalable kinetic Monte Carlo platform enabling comprehensive simulations of charge transport dynamics in polymer-based memristive systems

Gerliz M. Gutiérrez-Finol, Kirill Zinovjev, Alejandro Gaita-Ariño, Salvador Cardona-Serra

专题命中 扩散模型 ：diffusion(abstract)