Diffusion Models

DiffM

Applies diffusion models to generate or enhance visual data. Improves image synthesis, denoising, and super-resolution tasks.

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Lazy Diffusion: Mitigating spectral collapse in generative diffusion-based stable autoregressive emulation of turbulent flows Anish Sambamurthy Ashesh Chattopadhyay DiffM 4 0 0 10 Dec 2025
Distributional Shrinkage II: Optimal Transport Denoisers with Higher-Order Scores Tengyuan Liang DiffM 4 0 0 10 Dec 2025
FROMAT: Multiview Material Appearance Transfer via Few-Shot Self-Attention Adaptation Hubert Kompanowski Varun Jampani Aaryaman Vasishta Binh-Son Hua DiffM 4 0 0 10 Dec 2025
Content-Adaptive Image Retouching Guided by Attribute-Based Text Representation Hancheng Zhu Xinyu Liu Rui Yao Kunyang Sun Leida Li Abdulmotaleb El Saddik DiffM 4 0 0 10 Dec 2025
FoundIR-v2: Optimizing Pre-Training Data Mixtures for Image Restoration Foundation Model Xiang Chen Jinshan Pan Jiangxin Dong Jian Yang Jinhui Tang DiffM 4 0 0 10 Dec 2025
OmniPSD: Layered PSD Generation with Diffusion Transformer Cheng Liu Yiren Song Haofan Wang Mike Zheng Shou DiffM 4 0 0 10 Dec 2025
Generative Point Cloud RegistrationInternational Conference on Machine Learning (ICML), 2025 Haobo Jiang Jin Xie Jian Yang Liang Yu Jianmin Zheng DiffM 3DPC 3DV 4 0 0 10 Dec 2025
Label-free Motion-Conditioned Diffusion Model for Cardiac Ultrasound Synthesis Zhe Li Hadrien Reynaud Johanna P Müller Bernhard Kainz DiffM MedIm VGen 8 0 0 10 Dec 2025
Unconsciously Forget: Mitigating Memorization; Without Knowing What is being Memorized Er Jin Yang Zhang Yongli Mou Yanfei Dong Stefan Decker Kenji Kawaguchi Johannes Stegmaier DiffM 4 0 0 10 Dec 2025
DynaIP: Dynamic Image Prompt Adapter for Scalable Zero-shot Personalized Text-to-Image Generation Zhizhong Wang Tianyi Chu Zeyi Huang Nanyang Wang Kehan Li DiffM 4 0 0 10 Dec 2025
VHOI: Controllable Video Generation of Human-Object Interactions from Sparse Trajectories via Motion Densification Wanyue Zhang Lin Geng Foo Thabo Beeler Rishabh Dabral Christian Theobalt DiffM VGen 9 0 0 10 Dec 2025
Diffusion Posterior Sampler for Hyperspectral Unmixing with Spectral Variability Modeling Yimin Zhu Lincoln Linlin Xu DiffM 4 0 0 10 Dec 2025
Color encoding in Latent Space of Stable Diffusion Models Guillem Arias Ariadna Solà Martí Armengod Maria Vanrell DiffM 6 0 0 10 Dec 2025
UnReflectAnything: RGB-Only Highlight Removal by Rendering Synthetic Specular Supervision Alberto Rota Mert Kiray Mert Asim Karaoglu Patrick Ruhkamp Elena De Momi Nassir Navabm Benjamin Busam DiffM 4 0 0 10 Dec 2025
Membership and Dataset Inference Attacks on Large Audio Generative Models Jakub Proboszcz Paweł Kochanski Karol Korszun Donato Crisostomi Giorgio Strano Emanuele Rodolà Kamil Deja Jan Dubinski DiffM 0 0 0 10 Dec 2025
TextGuider: Training-Free Guidance for Text Rendering via Attention Alignment Kanghyun Baek Sangyub Lee Jin Young Choi Jaewoo Song Daemin Park Jooyoung Choi Chaehun Shin Bohyung Han Sungroh Yoon DiffM 4 0 0 10 Dec 2025
Fast-ARDiff: An Entropy-informed Acceleration Framework for Continuous Space Autoregressive Generation Zhen Zou Xiaoxiao Ma Jie Huang Zichao Yu Feng Zhao DiffM VGen 20 0 0 09 Dec 2025
Repulsor: Accelerating Generative Modeling with a Contrastive Memory Bank Shaofeng Zhang Xuanqi Chen Ning Liao Haoxiang Zhao Xiaoxing Wang Haoru Tan Sitong Wu Xiaosong Jia Qi Fan Junchi Yan DiffM VLM 17 0 0 09 Dec 2025
OpenSubject: Leveraging Video-Derived Identity and Diversity Priors for Subject-driven Image Generation and Manipulation Yexin Liu Manyuan Zhang Yueze Wang Hongyu Li Dian Zheng ... Changsheng Lu Xunliang Cai Yan Feng Peng Pei Harry Yang DiffM VGen 16 0 0 09 Dec 2025
PAVAS: Physics-Aware Video-to-Audio Synthesis Oh Hyun-Bin Yuhta Takida Toshimitsu Uesaka Tae-Hyun Oh Yuki Mitsufuji DiffM VGen 12 0 0 09 Dec 2025
PointDico: Contrastive 3D Representation Learning Guided by Diffusion ModelsIEEE International Joint Conference on Neural Network (IJCNN), 2025 Pengbo Li Yiding Sun Haozhe Cheng DiffM 12 0 0 09 Dec 2025
Interpreting Structured Perturbations in Image Protection Methods for Diffusion Models Michael R. Martin Garrick Chan Kwan-Liu Ma AAML DiffM 16 0 0 09 Dec 2025
Astra: General Interactive World Model with Autoregressive Denoising Yixuan Zhu Jiaqi Feng Wenzhao Zheng Yuan Gao Xin Tao Pengfei Wan Jie Zhou Jiwen Lu DiffM VGen 20 0 0 09 Dec 2025
GeoDiffMM: Geometry-Guided Conditional Diffusion for Motion Magnification Xuedeng Liu Jiabao Guo Zheng Zhang Fei Wang Zhi Liu Dan Guo DiffM VGen 7 0 0 09 Dec 2025
Refining Visual Artifacts in Diffusion Models via Explainable AI-based Flaw Activation Maps Seoyeon Lee Gwangyeol Yu Chaewon Kim Jonghyuk Park DiffM 8 0 0 09 Dec 2025
OCCDiff: Occupancy Diffusion Model for High-Fidelity 3D Building Reconstruction from Noisy Point Clouds Jialu Sui Rui Liu Hongsheng Zhang DiffM 8 0 0 09 Dec 2025
ContextDrag: Precise Drag-Based Image Editing via Context-Preserving Token Injection and Position-Consistent Attention Huiguo He Pengyu Yan Ziqi Yi Weizhi Zhong Zheng Liu Yejun Tang Huan Yang Kun Gai Guanbin Li Lianwen Jin DiffM 0 0 0 09 Dec 2025
A Diffusion-Based Framework for High-Resolution Precipitation Forecasting over CONUS Marina Vicens-Miquel Amy McGovern Aaron J. Hill Efi Foufoula-Georgiou Clement Guilloteau Samuel S. P. Shen DiffM AI4Cl 4 0 0 09 Dec 2025
Learning Unmasking Policies for Diffusion Language Models Metod Jazbec Theo X. Olausson Louis Béthune Pierre Ablin Michael Kirchhof Joao Monterio Victor Turrisi Jason Ramapuram Marco Cuturi DiffM 0 0 0 09 Dec 2025
Diffusion Model Regularized Implicit Neural Representation for CT Metal Artifact Reduction Jie Wen Chenhe Du Xiao Wang Yuyao Zhang DiffM MedIm 0 0 0 09 Dec 2025
GimbalDiffusion: Gravity-Aware Camera Control for Video Generation Frédéric Fortier-Chouinard Yannick Hold-Geoffroy Valentin Deschaintre Matheus Gadelha Jean-François Lalonde DiffM VGen 4 0 0 09 Dec 2025
An Iteration-Free Fixed-Point Estimator for Diffusion Inversion Yifei Chen Kaiyu Song Yan Pan Jianxing Yu Jian Yin Hanjiang Lai DiffM 8 0 0 09 Dec 2025
FlowSteer: Conditioning Flow Field for Consistent Image Restoration Tharindu Wickremasinghe Chenyang Qi Harshana Weligampola Zhengzhong Tu Stanley H. Chan DiffM 16 0 0 09 Dec 2025
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance Ruihang Chu Yefei He Zhekai Chen Shiwei Zhang Xiaogang Xu ... Xihui Liu Hengshuang Zhao Yu Liu Yingya Zhang Yujiu Yang DiffM VGen 9 0 0 09 Dec 2025
Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions Ada Gorgun Fawaz Sammani Nikos Deligiannis Bernt Schiele Jonas Fischer DiffM 4 0 0 09 Dec 2025
UniLayDiff: A Unified Diffusion Transformer for Content-Aware Layout Generation Zeyang Liu Le Wang Sanping Zhou Yuxuan Wu Xiaolong Sun Gang Hua Haoxiang Li DiffM 8 0 0 09 Dec 2025
Blur2Sharp: Human Novel Pose and View Synthesis with Generative Prior Refinement Chia-Hern Lai I-Hsuan Lo Yen-Ku Yeh Thanh-Nguyen Truong Ching-Chun Huang DiffM 0 0 0 09 Dec 2025
PaintFlow: A Unified Framework for Interactive Oil Paintings Editing and Generation Zhangli Hu Ye Chen Jiajun Yao Bingbing Ni DiffM 16 0 0 09 Dec 2025
Beyond the Noise: Aligning Prompts with Latent Representations in Diffusion Models Vasco Ramos Regev Cohen Idan Szpektor Joao Magalhaes DiffM VLM 24 0 0 09 Dec 2025
Gradient-Informed Monte Carlo Fine-Tuning of Diffusion Models for Low-Thrust Trajectory Design Jannik Graebner Ryne Beeson DiffM 8 0 0 09 Dec 2025
InterAgent: Physics-based Multi-agent Command Execution via Diffusion on Interaction Graphs Bin Li Ruichi Zhang Han Liang Jingyan Zhang Juze Zhang Xin Chen Lan Xu Jingyi Yu Jingya Wang DiffM VGen AI4CE 32 0 0 08 Dec 2025
CHIMERA: Adaptive Cache Injection and Semantic Anchor Prompting for Zero-shot Image Morphing with Morphing-oriented Metrics Dahyeon Kye Jeahun Sung Mingyu Jeon Jihyong Oh DiffM 24 0 0 08 Dec 2025
Unsupervised Single-Channel Audio Separation with Diffusion Source Priors Runwu Shi Chang Li Jiang Wang Rui Zhang Nabeela Khan Benjamin Yen Takeshi Ashizawa Kazuhiro Nakadai DiffM 120 0 0 08 Dec 2025
Equivariant Diffusion for Crystal Structure Prediction Peijia Lin Pin Chen Rui Jiao Qing Mo Jianhuan Cen Wenbing Huang Yang Liu Dan Huang Yutong Lu DiffM 18 0 0 08 Dec 2025
Materium: An Autoregressive Approach for Material Generation Niklas Dobberstein Jan Hamaekers DiffM 28 0 0 08 Dec 2025
Voxify3D: Pixel Art Meets Volumetric Rendering Yi-Chuan Huang Jiewen Chan Hao-Jen Chien Yu-Lun Liu DiffM VGen 8 0 0 08 Dec 2025
Training-free Clothing Region of Interest Self-correction for Virtual Try-On Shengjie Lu Zhibin Wan Jiejie Liu Quan Zhang Mingjie Sun DiffM 20 0 0 08 Dec 2025
LongCat-Image Technical Report Meituan LongCat Team Hanghang Ma Haoxian Tan Jiale Huang Junqiang Wu ... Xiaoming Wei Xiaoqi Ma Xunliang Cai Yayong Guan Jie Hu DiffM MLLM VLM 12 0 0 08 Dec 2025
MultiMotion: Multi Subject Video Motion Transfer via Video Diffusion Transformer Penghui Liu Jiangshan Wang Yutong Shen Shanhui Mo Chenyang Qi Yue Ma DiffM VGen 35 0 0 08 Dec 2025
Distribution Matching Variational AutoEncoder Sen Ye Jianning Pei Mengde Xu Shuyang Gu Chunyu Wang Liwei Wang Han Hu DiffM 13 0 0 08 Dec 2025

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