Universal Guidance for Diffusion Models

14 February 2023

Papers citing "Universal Guidance for Diffusion Models"

50 / 197 papers shown

Title
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Hao Li Lijun Yang Wen Yao Yue Deng DiffM 38 0 0 12 May 2025
ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models Ozgur Kara Krishna Kumar Singh Feng Liu Duygu Ceylan James M. Rehg Tobias Hinz DiffM VGen 41 0 0 12 May 2025
Towards SFW sampling for diffusion models via external conditioning Camilo Carvajal Reyes J. Fontbona Felipe A. Tobar DiffM 34 0 0 12 May 2025
Topology Guidance: Controlling the Outputs of Generative Models via Vector Field Topology Xiaohan Wang Matthew Berger DiffM 30 0 0 11 May 2025
CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Yongqian Li Pencheng Wan Liang Han Yaowei Wang Liqiang Nie Min Zhang 43 0 0 07 May 2025
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients Stefano Bruno Sotirios Sabanis DiffM 50 0 0 06 May 2025
Incorporating Inductive Biases to Energy-based Generative Models Yukun Li Li-Ping Liu 52 0 0 02 May 2025
LookingGlass: Generative Anamorphoses via Laplacian Pyramid Warping Pascal Chang Sergio Sancho Jingwei Tang Markus Gross Vinicius Azevedo 28 0 0 11 Apr 2025
Detection Limits and Statistical Separability of Tree Ring Watermarks in Rectified Flow-based Text-to-Image Generation Models Ved Umrajkar Aakash Kumar Singh 23 0 0 04 Apr 2025
Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image Synthesis Zixuan Wang Duo Peng Feng Chen Yuqing Yang Yinjie Lei DiffM 76 0 0 02 Apr 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 142 0 0 31 Mar 2025
Semantix: An Energy Guided Sampler for Semantic Style Transfer Huiang He Minghui Hu C. Zheng Chaoyue Wang Tat-Jen Cham DiffM 48 0 0 28 Mar 2025
ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation Yunhong Min Daehyeon Choi Kyeongmin Yeo Jihyun Lee Minhyuk Sung 49 0 0 28 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 54 1 0 25 Mar 2025
Color Conditional Generation with Sliced Wasserstein Guidance Alexander Lobashev Maria Larchenko Dmitry Guskov DiffM 43 0 0 24 Mar 2025
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control Nvidia Hassan Abu Alhaija Jose M. Alvarez Maciej Bala Tiffany Cai ... Yuchong Ye Xiaodong Yang Boxin Wang Fangyin Wei Yu Zeng VGen 92 1 0 18 Mar 2025
Rewards Are Enough for Fast Photo-Realistic Text-to-image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 159 0 0 17 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun ZeLin Li Jing Tang DiffM 78 1 0 13 Mar 2025
MGHanD: Multi-modal Guidance for authentic Hand Diffusion Taehyeon Eum Jieun Choi Tae-Kyun Kim 52 0 0 11 Mar 2025
PointDiffuse: A Dual-Conditional Diffusion Model for Enhanced Point Cloud Semantic Segmentation Yong-xing He Hongshan Yu Mingtao Feng Tongjia Chen Zechuan Li Anwaar Ulhaq Saeed Anwar Ajmal Mian DiffM 78 0 0 08 Mar 2025
Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse Inputs Yingji Zhong Zhihao Li Dave Zhenyu Chen Lanqing Hong Dan Xu DiffM 3DGS VGen 61 0 0 07 Mar 2025
RA-DP: Rapid Adaptive Diffusion Policy for Training-Free High-frequency Robotics Replanning Xi Ye Rui Heng Yang Jun Jin Y. K. Li Amir Rasouli 53 0 0 06 Mar 2025
Controllable Motion Generation via Diffusion Modal Coupling Luobin Wang Hongzhan Yu Chenning Yu Sicun Gao Henrik I. Christensen DiffM 79 0 0 04 Mar 2025
Dynamic Search for Inference-Time Alignment in Diffusion Models Xiner Li Masatoshi Uehara Xingyu Su Gabriele Scalia Tommaso Biancalani Aviv Regev Sergey Levine Shuiwang Ji 42 0 0 03 Mar 2025
Attention Distillation: A Unified Approach to Visual Characteristics Transfer Yang Zhou Xu Gao Zichong Chen Hui Huang DiffM 73 5 0 27 Feb 2025
Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design Masatoshi Uehara Xingyu Su Yulai Zhao Xiner Li Aviv Regev Shuiwang Ji Sergey Levine Tommaso Biancalani 58 1 0 20 Feb 2025
Boosting Generalization in Diffusion-Based Neural Combinatorial Solver via Energy-guided Sampling Haoyu Lei Kaiwen Zhou Y. Li Zhitang Chen Farzan Farnia DiffM 70 1 0 15 Feb 2025
Guidance-base Diffusion Models for Improving Photoacoustic Image Quality Tatsuhiro Eguchi Shumpei Takezaki Mihoko Shimano Takayuki Yagi Ryoma Bise MedIm 58 0 0 10 Feb 2025
Training-Free Constrained Generation With Stable Diffusion Models Stefano Zampini Jacob K Christopher Luca Oneto Davide Anguita Ferdinando Fioretto 46 0 0 08 Feb 2025
Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior Tongda Xu Xiyan Cai Xuzhi Zhang Xingtong Ge Dailan He Ming Sun Jingjing Liu Y. Zhang Jian Li Yan Wang DiffM 120 1 0 31 Jan 2025
LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention Maps Andrey Palaev Adil Mehmood Khan S. M. Ahsan Kazmi DiffM 48 0 0 23 Jan 2025
A General Framework for Inference-time Scaling and Steering of Diffusion Models R. Singhal Zachary Horvitz Ryan Teehan Mengye Ren Zhou Yu Kathleen McKeown Rajesh Ranganath DiffM 61 15 0 17 Jan 2025
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation Ahmad Süleyman Göksel Biricik 52 2 0 15 Jan 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation Xiaoying Xing Avinab Saha Junfeng He Susan Hao Paul Vicol ... Sahil Singla Sarah Young Yinxiao Li Feng Yang Deepak Ramachandran DiffM 52 0 0 11 Jan 2025
Unified Guidance for Geometry-Conditioned Molecular Generation Sirine Ayadi Leon Hetzel Johanna Sommer Fabian J. Theis Stephan Günnemann 34 0 0 05 Jan 2025
Robust Guided Diffusion for Offline Black-Box Optimization Can Chen Christopher Beckham Xue Liu Xue Liu OffRL 46 5 0 03 Jan 2025
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion Massimiliano Viola Kevin Qu Nando Metzger B. Ke Alexander Becker Konrad Schindler Anton Obukhov VLM MDE 91 4 0 18 Dec 2024
Diffusing Differentiable Representations Yash Savani Marc Finzi J. Zico Kolter DiffM 79 0 0 09 Dec 2024
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 83 0 0 09 Dec 2024
DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling Xin Xie Dong Gong 82 1 0 01 Dec 2024
DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion Model JiHwan Moon Jihoon Park Jungeun Kim Jongseong Bae Hyeongwoo Jeon Ha Young Kim 85 1 0 26 Nov 2024
Decoupling Training-Free Guided Diffusion by ADMM Youyuan Zhang Zehua Liu Zenan Li Zhaoyu Li James J. Clark X. Si 77 0 0 18 Nov 2024
Constrained Diffusion with Trust Sampling William Huang Yifeng Jiang Tom Van Wouwe C. Karen Liu 37 3 0 17 Nov 2024
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis Taihang Hu Linxuan Li Joost van de Weijer Hongcheng Gao Fahad Shahbaz Khan Jian Yang Ming-Ming Cheng Kai Wang Yaxing Wang DiffM 57 4 0 11 Nov 2024
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models Nvidia : Yuval Atzmon Maciej Bala Yogesh Balaji ... Ting-Chun Wang Shuran Song Fangyin Wei Yu Zeng Qinsheng Zhang 58 6 0 11 Nov 2024
Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising Tao Huang Jiayang Meng Hong Chen Guolong Zheng Xu Yang Xun Yi Hua Wang DiffM 34 2 0 05 Nov 2024
Group Diffusion Transformers are Unsupervised Multitask Learners Lianghua Huang Wei Wang Zhi-Fan Wu Huanzhang Dou Yupeng Shi Yutong Feng C. Liang Yu Liu Jingren Zhou VLM 41 11 0 19 Oct 2024
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design Chenyu Wang Masatoshi Uehara Yichun He Amy Wang Tommaso Biancalani Avantika Lal Tommi Jaakkola Sergey Levine Hanchen Wang Aviv Regev 53 8 0 17 Oct 2024
DiffuTraj: A Stochastic Vessel Trajectory Prediction Approach via Guided Diffusion Process Changlin Li Yanglei Gan Tian Lan Yuxiang Cai Xueyi Liu Run Lin Qiao Liu 24 0 0 12 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 61 0 0 11 Oct 2024