Universal Guidance for Diffusion Models

14 February 2023

Papers citing "Universal Guidance for Diffusion Models"

50 / 197 papers shown

Title
G2D2: Gradient-guided Discrete Diffusion for image inverse problem solving Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Bac Nguyen Stefano Ermon Yuki Mitsufuji DiffM 62 1 0 09 Oct 2024
Chemistry-Inspired Diffusion with Non-Differentiable Guidance Yuchen Shen Chenhao Zhang Sijie Fu Chenghui Zhou Newell Washburn Barnabás Póczos 55 0 0 09 Oct 2024
Training-free Diffusion Model Alignment with Sampling Demons Po-Hung Yeh Kuang-Huei Lee Jun-Cheng Chen 39 4 0 08 Oct 2024
AutoLoRA: AutoGuidance Meets Low-Rank Adaptation for Diffusion Models Artur Kasymov Marcin Sendera Michał Stypułkowski Maciej Ziȩba P. Spurek 33 1 0 04 Oct 2024
Online Posterior Sampling with a Diffusion Prior B. Kveton Boris Oreshkin Youngsuk Park Aniket Deshmukh Rui Song DiffM 40 0 0 04 Oct 2024
Event-Customized Image Generation Zhen Wang Yilei Jiang Dong Zheng Jun Xiao Long Chen DiffM 26 1 0 03 Oct 2024
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting Marcel Kollovieh Marten Lienen David Lüdke Leo Schwinn Stephan Günnemann AI4TS BDL DiffM 45 4 0 03 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 45 5 0 28 Sep 2024
TFG: Unified Training-Free Guidance for Diffusion Models Haotian Ye Haowei Lin Jiaqi Han Minkai Xu Sheng Liu Yitao Liang Jianzhu Ma James Zou Stefano Ermon 36 14 0 24 Sep 2024
ImPoster: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models D. Kothandaraman Kuldeep Kulkarni Sumit Shekhar Balaji Vasan Srinivasan Dinesh Manocha DiffM 46 1 0 24 Sep 2024
D3RoMa: Disparity Diffusion-based Depth Sensing for Material-Agnostic Robotic Manipulation Songlin Wei Haoran Geng Jiayi Chen Congyue Deng Wenbo Cui Chengyang Zhao Xiaomeng Fang Leonidas J. Guibas He Wang MDE 60 7 0 22 Sep 2024
Latent Diffusion Models for Controllable RNA Sequence Generation Kaixuan Huang Yukang Yang Kaidi Fu Yanyi Chu Le Cong Mengdi Wang 47 1 0 15 Sep 2024
Training-Free Guidance for Discrete Diffusion Models for Molecular Generation Thomas J. Kerby Kevin R. Moon 29 2 0 11 Sep 2024
DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Ju-Hsuan Weng Cheng-Fu Chou Jun-Cheng Chen DiffM 51 1 0 10 Sep 2024
Constrained Diffusion Models via Dual Training Shervin Khalafi Dongsheng Ding Alejandro Ribeiro 42 3 0 27 Aug 2024
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation Xiaojuan Wang Boyang Zhou Brian L. Curless Ira Kemelmacher-Shlizerman Aleksander Holynski Steven M. Seitz DiffM 58 10 0 27 Aug 2024
Compress Guidance in Conditional Diffusion Sampling Anh-Dung Dinh Daochang Liu Chang Xu 22 0 0 20 Aug 2024
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding Xiner Li Yulai Zhao Chenyu Wang Gabriele Scalia Gökçen Eraslan Surag Nair Tommaso Biancalani Aviv Regev Sergey Levine Masatoshi Uehara 54 23 0 15 Aug 2024
ProCreate, Don't Reproduce! Propulsive Energy Diffusion for Creative Generation Jack Lu Ryan Teehan Mengye Ren DiffM 27 3 0 05 Aug 2024
CoCoG-2: Controllable generation of visual stimuli for understanding human concept representation Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 35 0 0 20 Jul 2024
Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review Masatoshi Uehara Yulai Zhao Tommaso Biancalani Sergey Levine 63 22 0 18 Jul 2024
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models Seyedmorteza Sadat Manuel Kansy Otmar Hilliges Romann M. Weber 36 10 0 02 Jul 2024
Diffusion-BBO: Diffusion-Based Inverse Modeling for Online Black-Box Optimization D. Wu Nikki Lijing Kuang Ruijia Niu Yi Ma Rose Yu 47 0 0 30 Jun 2024
Aligning Diffusion Models with Noise-Conditioned Perception Alexander Gambashidze Anton Kulikov Yuriy Sosnin Ilya Makarov 47 5 0 25 Jun 2024
General Binding Affinity Guidance for Diffusion Models in Structure-Based Drug Design Yue Jian Curtis Wu Danny Reidenbach Aditi S. Krishnapriyan 34 1 0 24 Jun 2024
Neural Approximate Mirror Maps for Constrained Diffusion Models Berthy T. Feng Ricardo Baptista Katherine L. Bouman MedIm DiffM 48 3 0 18 Jun 2024
Adding Conditional Control to Diffusion Models with Reinforcement Learning Yulai Zhao Masatoshi Uehara Gabriele Scalia Tommaso Biancalani Sergey Levine Ehsan Hajiramezanali Ehsan Hajiramezanali AI4CE 57 3 0 17 Jun 2024
Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance Kuan Heng Lin Sicheng Mo Ben Klingher Fangzhou Mu Bolei Zhou DiffM 34 15 0 11 Jun 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization L. Eyring Shyamgopal Karthik Karsten Roth Alexey Dosovitskiy Zeynep Akata 78 17 0 06 Jun 2024
Dreamguider: Improved Training free Diffusion-based Conditional Generation Nithin Gopalakrishnan Nair Vishal M. Patel 35 2 0 04 Jun 2024
Segmentation-Free Guidance for Text-to-Image Diffusion Models K. Azarian Debasmit Das Qiqi Hou Fatih Porikli VLM 54 0 0 03 Jun 2024
Improving GFlowNets for Text-to-Image Diffusion Alignment Dinghuai Zhang Yizhe Zhang Jiatao Gu Ruixiang Zhang J. Susskind Navdeep Jaitly Shuangfei Zhai EGVM 98 7 0 02 Jun 2024
Bridging Model-Based Optimization and Generative Modeling via Conservative Fine-Tuning of Diffusion Models Masatoshi Uehara Yulai Zhao Ehsan Hajiramezanali Gabriele Scalia Gökçen Eraslan Avantika Lal Sergey Levine Tommaso Biancalani 53 13 0 30 May 2024
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering Ido Sobol Chenfeng Xu Or Litany DiffM 35 1 0 29 May 2024
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control Zhengfei Kuang Shengqu Cai Hao He Yinghao Xu Hongsheng Li Leonidas J. Guibas Gordon Wetzstein VGen DiffM 44 30 0 27 May 2024
Transfer Learning for Diffusion Models Yidong Ouyang Liyan Xie Hongyuan Zha Guang Cheng DiffM 57 2 0 27 May 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 90 6 0 27 May 2024
Video Diffusion Models are Training-free Motion Interpreter and Controller Zeqi Xiao Yifan Zhou Shuai Yang Xingang Pan VGen 69 17 0 23 May 2024
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance Zhicheng Sun Zhenhao Yang Yang Jin Haozhe Chi Kun Xu ... Hao Jiang Di Zhang Yang Song Kun Gai Yadong Mu 37 3 0 23 May 2024
Enhancing Image Layout Control with Loss-Guided Diffusion Models Zakaria Patel Kirill Serkh DiffM 36 3 0 23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models Zander Blasingame Chen Liu DiffM 49 2 0 23 May 2024
Learning Diffusion Priors from Observations by Expectation Maximization François Rozet Gérome Andry F. Lanusse Gilles Louppe DiffM 45 15 0 22 May 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 37 39 0 29 Apr 2024
CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 48 3 0 25 Apr 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 42 6 0 24 Apr 2024
Gradient Guidance for Diffusion Models: An Optimization Perspective Yingqing Guo Hui Yuan Yukang Yang Minshuo Chen Mengdi Wang 27 20 0 23 Apr 2024
LTOS: Layout-controllable Text-Object Synthesis via Adaptive Cross-attention Fusions Xiaoran Zhao Tianhao Wu Yu Lai Zhiliang Tian Zhen Huang Yahui Liu Zejiang He Dongsheng Li DiffM 38 1 0 21 Apr 2024
All-in-one simulation-based inference Manuel Gloeckler Michael Deistler Christian Weilbach Frank D. Wood Jakob H. Macke 34 26 0 15 Apr 2024
PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI Yandan Yang Baoxiong Jia Peiyuan Zhi Siyuan Huang LM&Ro VGen 49 42 0 15 Apr 2024
An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization Minshuo Chen Song Mei Jianqing Fan Mengdi Wang VLM MedIm DiffM 37 48 0 11 Apr 2024