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Elucidating the Design Space of Diffusion-Based Generative Models

1 June 2022

Papers citing "Elucidating the Design Space of Diffusion-Based Generative Models"

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Title
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence Shangwen Zhu Han Zhang Zhantao Yang Qianyu Peng Zhao Pu Haoran Wang Fan Cheng DiffM 107 0 0 12 Mar 2025
DexGrasp Anything: Towards Universal Robotic Dexterous Grasping with Physics Awareness Yiming Zhong Qi Jiang Jingyi Yu Yuexin Ma 195 4 0 11 Mar 2025
Toward Stable World Models: Measuring and Addressing World Instability in Generative Environments Soonwoo Kwon Jin-Young Kim Hyojun Go Kyungjune Baek 118 1 0 11 Mar 2025
Representing 3D Shapes With 64 Latent Vectors for 3D Diffusion Models I. Cho Youngbeom Yoo Subin Jeon Seon Joo Kim DiffM 129 0 0 11 Mar 2025
Exploring Bias in over 100 Text-to-Image Generative Models Jordan Vice Naveed Akhtar Leonid Sigal Ajmal Mian EGVM 114 4 0 11 Mar 2025
Aligning Text to Image in Diffusion Models is Easier Than You Think J. Lee Byunghee Cha Jeongsol Kim Jong Chul Ye 170 1 0 11 Mar 2025
MVD-HuGaS: Human Gaussians from a Single Image via 3D Human Multi-view Diffusion Prior K. Xiong Ying Feng Qi Zhang Jianbo Jiao Yang Zhao Zhihao Liang Huachen Gao Ronggang Wang 3DGS 123 0 0 11 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging Matthieu Terris Samuel Hurault Maxime Song Julian Tachella MedIm DiffM 138 4 0 11 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 96 1 0 10 Mar 2025
DirectTriGS: Triplane-based Gaussian Splatting Field Representation for 3D Generation Xiaoliang Ju Hongsheng Li 3DGS 128 0 0 10 Mar 2025
Balanced Image Stylization with Style Matching Score Yuxin Jiang Liming Jiang Shuai Yang Jia-Wei Liu Ivor Tsang Mike Zheng Shou DiffM 130 0 0 10 Mar 2025
Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation Tianyu Chen Yasi Zhang Ziyi Wang Ying Nian Wu Oscar Leong Mingyuan Zhou DiffM 162 2 0 10 Mar 2025
Exposure Bias Reduction for Enhancing Diffusion Transformer Feature Caching Zhen Zou Hu Yu Jie Xiao Feng Zhao 103 0 0 10 Mar 2025
A Mesh Is Worth 512 Numbers: Spectral-domain Diffusion Modeling for High-dimension Shape Generation Jiajie Fan Amal Trigui Andrea Bonfanti Felix Dietrich Thomas Bäck Hao Wang DiffM 109 0 0 09 Mar 2025
UniGenX: Unified Generation of Sequence and Structure with Autoregressive Diffusion Gongbo Zhang Yongbin Li Renqian Luo Pipi Hu Zeru Zhao ... Maik Riechert Li-ming Yuan Lei Chen Haiguang Liu Tao Qin DiffM 88 2 0 09 Mar 2025
NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation Shengfang Zhai Jiajun Li Yue Liu Huanran Chen Zhihua Tian Wenjie Qu Qingni Shen Ruoxi Jia Yinpeng Dong Jiaheng Zhang AAML 101 0 0 09 Mar 2025
ROCM: RLHF on consistency models Shivanshu Shekhar Tong Zhang 78 0 0 08 Mar 2025
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis Zixi Kang Xinghan Wang Yadong Mu VGen 177 0 0 08 Mar 2025
Leveraging Large Language Models For Scalable Vector Graphics Processing: A Review Boris Malashenko Ivan Jarsky Valeria Efimova VLM 142 0 0 06 Mar 2025
Beyond Existance: Fulfill 3D Reconstructed Scenes with Pseudo Details Yifei Gao Jun Huang Lei Wang Ruiting Dai Jun Cheng 3DGS 135 0 0 06 Mar 2025
GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control Xuanchi Ren Tianchang Shen Jiahui Huang Huan Ling Yifan Lu Merlin Nimier-David Thomas Muller Alexander Keller Sanja Fidler Jun Gao DiffM VGen 146 24 0 05 Mar 2025
Diffusion-Based mmWave Radar Point Cloud Enhancement Driven by Range Images Ruixin Wu Zihan Li Jin Wang Zhi Zheng Huan Yu Xiangyu Xu Kaixiang Huang Guodong Lu 117 1 0 04 Mar 2025
Efficient Training-Free High-Resolution Synthesis with Energy Rectification in Diffusion Models Zhen Yang Guibao Shen Liang Hou Mushui Liu Luozhou Wang Xin Tao Pengfei Wan Di Zhang Di Zhang Ying-Cong Chen DiffM 129 1 0 04 Mar 2025
Straight-Line Diffusion Model for Efficient 3D Molecular Generation Yuyan Ni Shikun Feng Haohan Chi Bowen Zheng Huan-ang Gao Wei-Ying Ma Zhi-Ming Ma Yanyan Lan DiffM 121 3 0 04 Mar 2025
KeyFace: Expressive Audio-Driven Facial Animation for Long Sequences via KeyFrame Interpolation Antoni Bigata Michał Stypułkowski Rodrigo Mira Stella Bounareli Konstantinos Vougioukas Zoe Landgraf Nikita Drobyshev Maciej Ziȩba Stavros Petridis Maja Pantic DiffM VGen 160 2 0 03 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Xuan Li Jun Zhu Qinsheng Zhang DiffM 157 3 0 03 Mar 2025
Split Gibbs Discrete Diffusion Posterior Sampling Wenda Chu Zihui Wu Yifan Chen Yang Song Yisong Yue 84 2 0 03 Mar 2025
Proteina: Scaling Flow-based Protein Structure Generative Models Tomas Geffner Kieran Didi Zuobai Zhang Danny Reidenbach Zhonglin Cao ... Mario Geiger Christian Dallago E. Küçükbenli Arash Vahdat Karsten Kreis DiffM AI4CE 92 12 0 02 Mar 2025
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models Xingzhuo Guo Yu Zhang Baixu Chen Haoran Xu Jianmin Wang Mingsheng Long DiffM AI4TS 149 2 0 02 Mar 2025
Falcon: Fast Visuomotor Policies via Partial Denoising Haojun Chen Minghao Liu Xiaojian Ma Zailin Ma Huimin Wu ... Yuanpei Chen Yifan Zhong Mingzhi Wang Qing Li Yaodong Yang VGen 151 1 0 01 Mar 2025
Generative Uncertainty in Diffusion Models Metod Jazbec Eliot Wong-Toi Guoxuan Xia Dan Zhang Eric T. Nalisnick Stephan Mandt DiffM 127 1 0 28 Feb 2025
Diffusion Restoration Adapter for Real-World Image Restoration Hanbang Liang Zhen Wang Weihui Deng DiffM 83 1 0 28 Feb 2025
Image Referenced Sketch Colorization Based on Animation Creation Workflow Dingkun Yan Xinrui Wang Zhuoru Li Suguru Saito Yusuke Iwasawa Y. Matsuo Jiaxian Guo DiffM 102 0 0 27 Feb 2025
LISArD: Learning Image Similarity to Defend Against Gray-box Adversarial Attacks Joana Cabral Costa Tiago Roxo Hugo Manuel Proença Pedro R. M. Inácio AAML 131 0 0 27 Feb 2025
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think L. Chen S. Bai Wenhao Chai Weichu Xie Haozhe Zhao Leon Vinci Junyang Lin Baobao Chang DiffM 154 8 0 27 Feb 2025
On the Interpolation Effect of Score Smoothing Zhengdao Chen DiffM 153 1 0 26 Feb 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification Mingkun Zhang Keping Bi Wei Chen Jiafeng Guo Xueqi Cheng BDL VLM 179 2 0 25 Feb 2025
VCT: Training Consistency Models with Variational Noise Coupling Gianluigi Silvestri L. Ambrogioni Chieh-Hsin Lai Yuhta Takida Yuki Mitsufuji 160 2 0 25 Feb 2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions Zhong Li Qi Huang Lincen Yang Jiayang Shi Zhao Yang Niki van Stein Thomas Bäck M. Leeuwen DiffM 122 0 0 24 Feb 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad Max Zimmer Martin Schwartz P. Ciais Fabian Gieseke Gabriel Belouze Sarah Brood A. D. Truchis Alexandre d’Aspremont AI4TS 92 0 0 24 Feb 2025
RELICT: A Replica Detection Framework for Medical Image Generation O. U. Aydin Alexander Koch A. Hilbert Jana Rieger Felix Lohrke F. Ishida Satoru Tanioka D. Frey MedIm 86 0 0 24 Feb 2025
S4S: Solving for a Diffusion Model Solver Eric Frankel Sitan Chen Jingkai Li Pang Wei Koh Lillian J. Ratliff Sewoong Oh DiffM 117 4 0 24 Feb 2025
PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify Zhengqing Wang Jiacheng Chen Yasutaka Furukawa 156 8 0 24 Feb 2025
TraFlow: Trajectory Distillation on Pre-Trained Rectified Flow Zhangkai Wu Xuhui Fan Hongyu Wu Longbing Cao 78 0 0 24 Feb 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong Tieniu Tan DiffM 113 3 0 22 Feb 2025
3D-Adapter: Geometry-Consistent Multi-View Diffusion for High-Quality 3D Generation Hansheng Chen Bokui Shen Yulin Liu Ruoxi Shi Linqi Zhou Connor Z. Lin Jiayuan Gu H. Su Gordon Wetzstein Leonidas Guibas 196 4 0 21 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min Lin Ye Wang DiffM TDI 356 55 0 21 Feb 2025
Text-to-Image Rectified Flow as Plug-and-Play Priors Xiaofeng Yang Cheng Chen Xulei Yang Fayao Liu Guosheng Lin DiffM 137 7 0 21 Feb 2025
Mean-Shift Distillation for Diffusion Mode Seeking Vikas Thamizharasan Nikitas Chatzis Iliyan Georgiev Matthew Fisher Difan Liu Nanxuan Zhao E. Kalogerakis Michal Lukac DiffM 126 0 0 21 Feb 2025
Towards Fusing Point Cloud and Visual Representations for Imitation Learning Atalay Donat Xiaogang Jia Xi Huang Aleksandar Taranovic Denis Blessing Ge Li Hongyi Zhou Hanyi Zhang Rudolf Lioutikov Gerhard Neumann 3DPC SSL 149 1 0 20 Feb 2025