v1v2 (latest)

Elucidating the Design Space of Diffusion-Based Generative Models

1 June 2022

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

50 / 1,449 papers shown

Title
LoVA: Long-form Video-to-Audio Generation Xin Cheng Xihua Wang Yihan Wu Yuyue Wang Ruihua Song VGen DiffM 118 3 0 31 Dec 2024
AdaDiff: Adaptive Step Selection for Fast Diffusion Models Hui Zhang Zuxuan Wu Zhen Xing Jie Shao Yu-Gang Jiang 149 13 0 31 Dec 2024
MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model Wen-Dao Dai Ling-Hao Chen Jingbo Wang Jinpeng Liu Bo Dai Yansong Tang 172 65 0 31 Dec 2024
DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving Scenes Yiyuan Liang Zhiying Yan Liqun Chen Jiahuan Zhou Luxin Yan Sheng Zhong Xu Zou DiffM VGen 137 1 0 31 Dec 2024
Edicho: Consistent Image Editing in the Wild Qingyan Bai Hao Ouyang Yinghao Xu Qiuyu Wang Ceyuan Yang Ka Leong Cheng Yujun Shen Qifeng Chen DiffM 193 1 0 30 Dec 2024
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization Chia-Yu Hung Navonil Majumder Zhifeng Kong Ambuj Mehrish Rafael Valle Bryan Catanzaro Soujanya Poria Bryan Catanzaro Soujanya Poria 162 10 0 30 Dec 2024
Similarity Trajectories: Linking Sampling Process to Artifacts in Diffusion-Generated Images Dennis Menn Feng Liang Hung-Yueh Chiang Diana Marculescu DiffM 99 0 0 22 Dec 2024
HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories Eric Hedlin Munawar Hayat Fatih Porikli Kwang Moo Yi Shweta Mahajan 3DH 177 0 0 22 Dec 2024
Solving Inverse Problems via Diffusion Optimal Control Henry Li Marcus Pereira 147 0 0 21 Dec 2024
Diffusion priors for Bayesian 3D reconstruction from incomplete measurements Julian L. Möbius Michael Habeck DiffM 121 0 0 19 Dec 2024
Urban Air Temperature Prediction using Conditional Diffusion Models Siyang Dai Jun Liu Ngai-Man Cheung 149 0 0 18 Dec 2024
Real-time One-Step Diffusion-based Expressive Portrait Videos Generation Hanzhong Guo Hongwei Yi Daquan Zhou Alexander William Bergman Michael Lingelbach Yizhou Yu DiffM 122 1 0 18 Dec 2024
Posterior Mean Matching: Generative Modeling through Online Bayesian Inference Sebastian Salazar Michal Kucer Yixin Wang Emily Casleton David Blei DiffM 151 0 0 17 Dec 2024
Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning Moritz Reuss Jyothish Pari Pulkit Agrawal Rudolf Lioutikov DiffM MoE 151 8 0 17 Dec 2024
UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models Yuning Han Bingyin Zhao Rui Chu Feng Luo Biplab Sikdar Yingjie Lao DiffM AAML 207 1 0 16 Dec 2024
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models Rick Akkerman Haiwen Feng M. Black Dimitrios Tzionas Victoria Fernandez-Abrevaya VGen AI4CE 210 3 0 16 Dec 2024
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control Mariam Hassan Sebastian Stapf Ahmad Rahimi Pedro M B Rezende Yasaman Haghighi ... Mathieu Salzmann Davide Scaramuzza Marc Pollefeys Paolo Favaro Alexandre Alahi VLM VGen 146 12 0 15 Dec 2024
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data Zhengyu Fang Zhimeng Jiang Huiyuan Chen Xiao Li Jing Li 173 3 0 15 Dec 2024
GenLit: Reformulating Single-Image Relighting as Video Generation Shrisha Bharadwaj Haiwen Feng Giorgio Becherini Victoria Fernandez-Abrevaya Michael J. Black VGen 164 2 0 15 Dec 2024
Diffusion Model from Scratch Wang Zhen Dong Yunyun DiffM 113 0 0 14 Dec 2024
Optimizing Few-Step Sampler for Diffusion Probabilistic Model Jen-Yuan Huang DiffM 141 0 0 14 Dec 2024
FlowDock: Geometric Flow Matching for Generative Protein-Ligand Docking and Affinity Prediction Alex Morehead Jianlin Cheng OOD 209 3 0 14 Dec 2024
Coherent 3D Scene Diffusion From a Single RGB Image Manuel Dahnert Angela Dai Norman Muller Matthias Nießner 133 0 0 13 Dec 2024
Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations Nikil Roashan Selvam Amil Merchant Stefano Ermon DiffM 176 4 0 11 Dec 2024
Non-Normal Diffusion Models Henry Li VLM DiffM 151 1 0 10 Dec 2024
Score-Optimal Diffusion Schedules Christopher Williams Andrew Campbell Arnaud Doucet Saifuddin Syed DiffM 161 3 0 10 Dec 2024
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models Tianwei Yin Qiang Zhang Richard Zhang William T. Freeman F. Durand Eli Shechtman Xun Huang VGen DiffM 188 11 0 10 Dec 2024
Diffusing Differentiable Representations Yash Savani Marc Finzi J. Zico Kolter DiffM 120 0 0 09 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models Tornike Karchkhadze M. Izadi Shuo Zhang DiffM 149 1 0 09 Dec 2024
Turbo3D: Ultra-fast Text-to-3D Generation Hanzhe Hu Tianwei Yin Fujun Luan Yiwei Hu Hao Tan Zexiang Xu Sai Bi Shubham Tulsiani Kai Zhang 3DGS 179 2 0 05 Dec 2024
Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Tianyu Chen Zhendong Wang Mingyuan Zhou 116 1 0 05 Dec 2024
Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation Gianni Franchi Dat Nguyen Trong Nacim Belkhir Guoxuan Xia Andrea Pilzer UQLM 122 1 0 04 Dec 2024
Diffusion models learn distributions generated by complex Langevin dynamics Diaa E. Habibi Gert Aarts Lei Wang K. Zhou DiffM 132 2 0 02 Dec 2024
HoloDrive: Holistic 2D-3D Multi-Modal Street Scene Generation for Autonomous Driving Z. Wu Jingcheng Ni Xiaodong Wang Yuxin Guo Rui Chen Lewei Lu Jifeng Dai Yuwen Xiong 149 10 0 02 Dec 2024
Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation Zilyu Ye Zhiyang Chen Tiancheng Li Zemin Huang Weijian Luo Guo-Jun Qi DiffM 134 6 0 02 Dec 2024
Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis Anton Voronov Denis Kuznedelev Mikhail Khoroshikh Valentin Khrulkov Dmitry Baranchuk 269 4 0 02 Dec 2024
Instant3dit: Multiview Inpainting for Fast Editing of 3D Objects Amir Barda Matheus Gadelha Vladimir G. Kim Noam Aigerman Amit H. Bermano Thibault Groueix DiffM 3DGS 126 2 0 30 Nov 2024
VISION-XL: High Definition Video Inverse Problem Solver using Latent Image Diffusion Models Taesung Kwon Jong Chul Ye 202 1 0 29 Nov 2024
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model Feng Liu Shiwei Zhang Xiaofeng Wang Yujie Wei Haonan Qiu Yuzhong Zhao Yingya Zhang Qixiang Ye Fang Wan VGen AI4TS 216 30 0 28 Nov 2024
FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution Junyang Chen Jinshan Pan Jiangxin Dong 118 2 0 27 Nov 2024
Individual Content and Motion Dynamics Preserved Pruning for Video Diffusion Models Yiming Wu Huan Wang Zhenghao Chen Dong Xu DiffM VGen 123 1 0 27 Nov 2024
HiFiVFS: High Fidelity Video Face Swapping Xu Chen Keke He Junwei Zhu Yanhao Ge Wei Li Chengjie Wang VGen DiffM 152 1 0 27 Nov 2024
StableAnimator: High-Quality Identity-Preserving Human Image Animation Shuyuan Tu Zhen Xing Xintong Han Zhi-Qi Cheng Qi Dai Chong Luo Zuxuan Wu VGen 221 23 0 26 Nov 2024
From Graph Diffusion to Graph Classification Jia Jun Cheng Xian Sadegh Mahdavi Renjie Liao Oliver Schulte GNN DiffM 117 0 0 26 Nov 2024
Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis Xinyu Hou Zongsheng Yue Xiaoming Li Chen Change Loy VGen DiffM 145 0 0 26 Nov 2024
Geometry Distributions Biao Zhang Jing Ren Peter Wonka 3DH AI4CE 127 0 0 25 Nov 2024
Gaussian Scenes: Pose-Free Sparse-View Scene Reconstruction using Depth-Enhanced Diffusion Priors Soumava Paul Prakhar Kaushik Alan Yuille 3DGS DiffM 558 0 0 24 Nov 2024
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea Qifan Yu Wei Chow Zhongqi Yue Kaihang Pan Yang Wu Xiaoyang Wan Juncheng Billy Li Siliang Tang Hao Zhang Yueting Zhuang DiffM 242 29 0 24 Nov 2024
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator Chaehun Shin Jooyoung Choi Heeseung Kim Sungroh Yoon DiffM 189 13 0 23 Nov 2024
Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI Won Jun Kim Hyungjin Chung Jaemin Kim Sangmin Lee Byeongsu Sim Jong Chul Ye DiffM 130 0 0 22 Nov 2024