Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

18 March 2024

Papers citing "Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation"

37 / 87 papers shown

Title
SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending Nels Numan Shwetha Rajaram Balasaravanan Thoravi Kumaravel Nicolai Marquardt A. D. Wilson 26 1 0 20 Sep 2024
OSV: One Step is Enough for High-Quality Image to Video Generation Xiaofeng Mao Zhengkai Jiang Fu-Yun Wang Wenbing Zhu Hao Chen Mingmin Chi Yabiao Wang Wenhan Luo DiffM VGen 74 7 0 17 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 49 2 1 12 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 39 11 0 11 Sep 2024
Draw an Audio: Leveraging Multi-Instruction for Video-to-Audio Synthesis Qi Yang Binjie Mao Zili Wang Xing Nie Pengfei Gao Ying Guo Cheng Zhen Pengfei Yan Shiming Xiang VGen DiffM 30 5 0 10 Sep 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 60 10 0 05 Sep 2024
Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance Cunzheng Wang Ziyuan Guo Yuxuan Duan Huaxia Li Nemo Chen Xu Tang Yao Hu DiffM 20 3 0 02 Sep 2024
FLUX that Plays Music Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 84 7 0 01 Sep 2024
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation Shengyuan Zhang Ling Yang Z. Li An Zhao Chenye Meng Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun 32 0 0 28 Aug 2024
xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations Can Qin Congying Xia Krithika Ramakrishnan Michael S Ryoo Lifu Tu ... Silvio Savarese Juan Carlos Niebles Zeyuan Chen Ran Xu Caiming Xiong VGen DiffM 74 2 0 22 Aug 2024
Accelerating High-Fidelity Waveform Generation via Adversarial Flow Matching Optimization Sang-Hoon Lee Ha-Yeong Choi Seong-Whan Lee AI4TS 27 1 0 15 Aug 2024
Synthetic Image Learning: Preserving Performance and Preventing Membership Inference Attacks Eugenio Lomurno Matteo Matteucci MedIm 41 3 0 22 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 30 19 0 30 Jun 2024
Consistency Models Made Easy Zhengyang Geng Ashwini Pokle William Luo Justin Lin J. Zico Kolter 35 24 0 20 Jun 2024
PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models Fanqing Meng Wenqi Shao Lixin Luo Yahong Wang Yiran Chen ... Yue Yang Tianshuo Yang Kaipeng Zhang Yu Qiao Ping Luo EGVM 36 8 0 17 Jun 2024
SF-V: Single Forward Video Generation Model Zhixing Zhang Yanyu Li Yushu Wu Yanwu Xu Anil Kag ... Aliaksandr Siarohin Junli Cao Dimitris N. Metaxas Sergey Tulyakov Jian Ren DiffM VGen 33 9 0 06 Jun 2024
Ouroboros3D: Image-to-3D Generation via 3D-aware Recursive Diffusion Hao Wen Zehuan Huang Yaohui Wang Xinyuan Chen Yu Qiao 97 7 0 05 Jun 2024
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation Clement Chadebec O. Tasar Eyal Benaroche Benjamin Aubin VLM 60 8 0 04 Jun 2024
Fast Samplers for Inverse Problems in Iterative Refinement Models Kushagra Pandey Ruihan Yang Stephan Mandt DiffM 47 3 0 27 May 2024
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability Shenyuan Gao Jiazhi Yang Li Chen Kashyap Chitta Yihang Qiu Andreas Geiger Jun Zhang Hongyang Li 65 75 0 27 May 2024
EM Distillation for One-step Diffusion Models Sirui Xie Zhisheng Xiao Diederik P. Kingma Tingbo Hou Ying Nian Wu Kevin Patrick Murphy Tim Salimans Ben Poole Ruiqi Gao VLM DiffM 42 24 0 27 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 42 94 0 23 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 38 36 0 09 May 2024
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis Yuxi Ren Xin Xia Yanzuo Lu Jiacheng Zhang Jie Wu Pan Xie Xing Wang Xuefeng Xiao 45 61 0 21 Apr 2024
Denoising Monte Carlo Renders With Diffusion Models Vaibhav Vavilala R. Vasanth David A. Forsyth DiffM 23 1 0 30 Mar 2024
SLEDGE: Synthesizing Driving Environments with Generative Models and Rule-Based Traffic Kashyap Chitta D. Dauner Andreas Geiger 3DGS 43 5 0 26 Mar 2024
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 124 218 0 30 Nov 2023
ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content Separation Moayed Haji-Ali Guha Balakrishnan Vicente Ordonez 48 24 0 30 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 328 0 28 Nov 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 155 1,012 0 25 Nov 2023
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs Yanwu Xu Yang Zhao Zhisheng Xiao Tingbo Hou 131 106 0 14 Nov 2023
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module Simian Luo Yiqin Tan Suraj Patil Daniel Gu Patrick von Platen Apolinário Passos Longbo Huang Jian Li Hang Zhao MoMe 110 144 0 09 Nov 2023
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing Kai Zhang Lingbo Mo Wenhu Chen Huan Sun Yu-Chuan Su EGVM 109 237 0 16 Jun 2023
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 168 349 0 02 May 2023
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 489 0 01 Feb 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 314 5,773 0 29 Apr 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 228 4,460 0 23 Jan 2020