Elucidating the Design Space of Diffusion-Based Generative Models

1 June 2022

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

50 / 428 papers shown

Title
Conditioning Diffusions Using Malliavin Calculus Jakiw Pidstrigach Elizabeth Baker Carles Domingo-Enrich George Deligiannidis Nikolas Nüsken DiffM 40 1 0 04 Apr 2025
Geometry in Style: 3D Stylization via Surface Normal Deformation Nam Anh Dinh Itai Lang Hyunwoo Kim Oded Stein Rana Hanocka 3DH 48 0 0 29 Mar 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 94 0 0 26 Mar 2025
Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models Jinjin Zhang Qiuyu Huang Junjie Liu Xiefan Guo Di Huang 62 2 0 24 Mar 2025
AdaWorld: Learning Adaptable World Models with Latent Actions Shenyuan Gao Siyuan Zhou Yilun Du Jun Zhang Chuang Gan VGen 73 4 0 24 Mar 2025
SV4D 2.0: Enhancing Spatio-Temporal Consistency in Multi-View Video Diffusion for High-Quality 4D Generation Chun-Han Yao Yiming Xie Vikram S. Voleti Huaizu Jiang Varun Jampani 3DGS VGen 75 0 0 20 Mar 2025
DPImageBench: A Unified Benchmark for Differentially Private Image Synthesis Chen Gong Kecen Li Zinan Lin Tianhao Wang 64 3 0 18 Mar 2025
Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems Siavash Khodakarami Vivek Oommen Aniruddha Bora George Karniadakis AI4CE 70 2 0 17 Mar 2025
On the Generalization Properties of Diffusion Models Puheng Li Zhong Li Huishuai Zhang Jiang Bian 79 29 0 13 Mar 2025
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models Reza Shirkavand Peiran Yu Shangqian Gao Gowthami Somepalli Tom Goldstein Heng-Chiao Huang 120 1 0 13 Mar 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation Junsong Chen Shuchen Xue Yuyang Zhao Jincheng Yu Sayak Paul Junyu Chen Han Cai Enze Xie Enze Xie VLM 71 2 0 12 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging M. Terris Samuel Hurault Maxime Song Julian Tachella MedIm DiffM 83 2 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 56 0 0 11 Mar 2025
DexGrasp Anything: Towards Universal Robotic Dexterous Grasping with Physics Awareness Yiming Zhong Qi Jiang Jingyi Yu Yuexin Ma 78 2 0 11 Mar 2025
Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation Tianyu Chen Yasi Zhang Ziwen Wang Ying Nian Wu Oscar Leong Mingyuan Zhou DiffM 58 2 0 10 Mar 2025
BioMoDiffuse: Physics-Guided Biomechanical Diffusion for Controllable and Authentic Human Motion Synthesis Zixi Kang Xinghan Wang Yadong Mu VGen 91 0 0 08 Mar 2025
Leveraging Large Language Models For Scalable Vector Graphics Processing: A Review Boris Malashenko Ivan Jarsky Valeria Efimova VLM 64 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 64 0 0 06 Mar 2025
RectifiedHR: Enable Efficient High-Resolution Image Generation via Energy Rectification Zhen Yang Guibao Shen Liang Hou Mushui Liu Luozhou Wang Xin Tao Pengfei Wan Di Zhang Ying-cong Chen DiffM 84 0 0 04 Mar 2025
Split Gibbs Discrete Diffusion Posterior Sampling Wenda Chu Zihui Wu Yifan Chen Yang Song Yisong Yue 44 2 0 03 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 79 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 49 0 0 03 Mar 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 92 4 0 27 Feb 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification Mingkun Zhang Keping Bi Wei Chen J. Guo Xueqi Cheng BDL VLM 56 1 0 25 Feb 2025
PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify Zhengqing Wang Jiacheng Chen Yasutaka Furukawa 77 5 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 DiffM 53 2 0 22 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min Lin Ye Wang DiffM TDI 174 43 0 21 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 J. Guibas 99 2 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 73 7 0 21 Feb 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise Yunlong Yuan Yuanfan Guo Chunwei Wang Wei Zhang Hang Xu L. Zhang DiffM VGen 121 2 0 20 Feb 2025
DDAT: Diffusion Policies Enforcing Dynamically Admissible Robot Trajectories Jean-Baptiste Bouvier Kanghyun Ryu Kartik Nagpal Qiayuan Liao Koushil Sreenath Negar Mehr 91 2 0 20 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 83 1 0 20 Feb 2025
MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation Sihyun Yu Meera Hahn Dan Kondratyuk Jinwoo Shin Agrim Gupta José Lezama Irfan Essa David A. Ross Jonathan Huang DiffM VGen 80 0 0 18 Feb 2025
Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening Ye Tian L. Yang Xinchen Zhang Yunhai Tong Mengdi Wang Tengjiao Wang 74 2 0 17 Feb 2025
Maximum Entropy Reinforcement Learning with Diffusion Policy Xiaoyi Dong Jian Cheng Xinsong Zhang 51 0 0 17 Feb 2025
SayAnything: Audio-Driven Lip Synchronization with Conditional Video Diffusion Junxian Ma Shiwen Wang Jian Yang Junyi Hu Jian Liang Guosheng Lin Jingbo Chen Kai Li Yu Meng DiffM VGen 66 3 0 17 Feb 2025
Single-Step Consistent Diffusion Samplers Pascal Jutras-Dubé Patrick Pynadath Ruqi Zhang DiffM 83 0 0 17 Feb 2025
BackdoorDM: A Comprehensive Benchmark for Backdoor Learning in Diffusion Model Weilin Lin Nanjun Zhou Yijiao Wang Jianze Li Hui Xiong Li Liu AAML DiffM 253 0 0 17 Feb 2025
Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion Vinh Tong Trung-Dung Hoang Anji Liu Guy Van den Broeck Mathias Niepert DiffM 87 0 0 14 Feb 2025
Theoretical Benefit and Limitation of Diffusion Language Model Guhao Feng Yihan Geng Jian Guan Wei Wu Liwei Wang Di He DiffM 60 1 0 13 Feb 2025
Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Krunoslav Lehman Pavasovic Jakob Verbeek Giulio Biroli Marc Mézard 69 0 0 11 Feb 2025
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers Ao Li Wei Fang Hongbo Zhao Le Lu Ge Yang Minfeng Xu DiffM 83 0 0 11 Feb 2025
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models Gaojie Lin Jianwen Jiang Jiaqi Yang Zerong Zheng Chao Liang DiffM VGen 194 12 0 03 Feb 2025
Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning Hanyang Zhao Haoxian Chen Ji Zhang D. Yao Wenpin Tang 65 0 0 03 Feb 2025
Improved Training Technique for Latent Consistency Models Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 66 3 0 03 Feb 2025
Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior Tongda Xu Xiyan Cai Jiahui Geng Xingtong Ge Dailan He Ming Sun Jingjing Liu Y. Zhang Jian Li Yan Wang DiffM 125 3 0 31 Jan 2025
TRADES: Generating Realistic Market Simulations with Diffusion Models Leonardo Berti Bardh Prenkaj Paola Velardi DiffM 106 1 0 31 Jan 2025
Designing Scheduling for Diffusion Models via Spectral Analysis Roi Benita Michael Elad Joseph Keshet DiffM 68 0 0 31 Jan 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 81 7 0 28 Jan 2025
Visual Generation Without Guidance Huayu Chen Kai Jiang Kaiwen Zheng Jianfei Chen Hang Su Jun Zhu 62 0 0 28 Jan 2025