v1v2 (latest)

InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation

International Conference on Learning Representations (ICLR), 2023

12 September 2023

Qiang Liu

ArXiv (abs)PDF HTML HuggingFace (32 upvotes)Github (1313★)

Papers citing "InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation"

50 / 209 papers shown

Title
TReFT: Taming Rectified Flow Models For One-Step Image Translation Shengqian Li Ming Gao Y. Liu Zuzeng Lin Feng Wang Feng Dai 104 0 0 25 Nov 2025
BeyondFacial: Identity-Preserving Personalized Generation Beyond Facial Close-ups Songsong Zhang Chuanqi Tang Hongguang Zhang Guijian Tang Minglong Li Xueqiong Li Shaowu Yang Yuanxi Peng Wenjing Yang Jing Zhao 133 0 0 15 Nov 2025
Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications Hai-Long Qin Jincheng Dai Guo Lu Shuo Shao Sixian Wang Tongda Xu Wenjun Zhang Ping Zhang Khaled B. Letaief DiffM VLM 356 0 0 11 Nov 2025
Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems Hans Harder Abhijeet Vishwasrao L. Guastoni Ricardo Vinuesa Sebastian Peitz 165 0 0 06 Nov 2025
Balanced conic rectified flow Kim Shin Seong Mingi Kwon Jaeseok Jeong Youngjung Uh 52 2 0 29 Oct 2025
An efficient probabilistic hardware architecture for diffusion-like models Andraž Jelinčič Owen Lockwood Akhil Garlapati Guillaume Verdon Trevor McCourt Guillaume Verdon Trevor McCourt DiffM 104 3 0 28 Oct 2025
On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders Wenyu Mao Jiancan Wu Guoqing Hu Zhengyi Yang Wei Ji Xiang Wang DiffM 160 0 0 20 Oct 2025
GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver Aleksandr Oganov Ilya Bykov Eva Neudachina Mishan Aliev Alexander Tolmachev Alexander Sidorov Aleksandr Zuev Andrey Okhotin Denis Rakitin Aibek Alanov 133 0 0 20 Oct 2025
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation Hansheng Chen Kai Zhang Hao Tan Leonidas Guibas Gordon Wetzstein Sai Bi 196 5 0 16 Oct 2025
Shortcutting Pre-trained Flow Matching Diffusion Models is Almost Free Lunch Xu Cai Yang Wu Qianli Chen Haoran Wu Lichuan Xiang Hongkai Wen 88 0 0 15 Oct 2025
FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution Junhao Zhuang Shi Guo Xin Cai Xiaohui Li Yihao Liu Chun Yuan Tianfan Xue VGen 105 4 0 14 Oct 2025
Protenix-Mini+: efficient structure prediction model with scalable pairformer Bo Qiang Chengyue Gong Xinshi Chen Yuxuan Zhang Wenzhi Xiao 103 0 0 13 Oct 2025
SSDD: Single-Step Diffusion Decoder for Efficient Image Tokenization Théophane Vallaeys Jakob Verbeek Matthieu Cord DiffM 172 2 0 06 Oct 2025
Fine-Tuning Diffusion Models via Intermediate Distribution Shaping Gautham Govind Anil Shaan Ul Haque Nithish Kannen Dheeraj M. Nagaraj Sanjay Shakkottai Karthikeyan Shanmugam 100 0 0 03 Oct 2025
Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents Beomsu Kim Byunghee Cha Jong Chul Ye 80 0 0 01 Oct 2025
InfVSR: Breaking Length Limits of Generic Video Super-Resolution Ziqing Zhang Kai Liu Zheng Chen X. Li Yihao Chen Bingnan Duan Linghe Kong Yulun Zhang 125 1 0 01 Oct 2025
Hyperparameters are all you need: Using five-step inference for an original diffusion model to generate images comparable to the latest distillation model Zilai Li VLM 152 0 0 30 Sep 2025
Chance-constrained Flow Matching for High-Fidelity Constraint-aware Generation Jinhao Liang Yixuan Sun Anirban Samaddar Sandeep Madireddy Ferdinando Fioretto 93 0 0 29 Sep 2025
Flow Matching with Semidiscrete Couplings Alireza Mousavi-Hosseini Stephen Zhang Michal Klein Marco Cuturi OT 232 2 0 29 Sep 2025
Soft-Di[M]O: Improving One-Step Discrete Image Generation with Soft Embeddings Yuanzhi Zhu Xi Wang Stéphane Lathuilière Vicky Kalogeiton 112 2 0 26 Sep 2025
SD3.5-Flash: Distribution-Guided Distillation of Generative Flows Hmrishav Bandyopadhyay Rahim Entezari Jim Scott Reshinth Adithyan Yi-Zhe Song Varun Jampani 257 1 0 25 Sep 2025
Consistency Models as Plug-and-Play Priors for Inverse Problems Merve Gülle Junno Yun Yasar Utku Alçalar Mehmet Akçakaya DiffM MedIm 237 2 0 25 Sep 2025
Efficient Rectified Flow for Image Fusion Zirui Wang Jiayi Zhang Tianwei Guan Yuhan Zhou Xingyuan Li Minjing Dong Jinyuan Liu 238 1 0 20 Sep 2025
HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing Junseong Shin Seungwoo Chung Yunjeong Yang Tae Hyun Kim 133 0 0 19 Sep 2025
MeanFlow-Accelerated Multimodal Video-to-Audio Synthesis via One-Step Generation Xiaoran Yang Jianxuan Yang Xinyue Guo Haoyu Wang Ningning Pan Gongping Huang VGen 109 0 0 08 Sep 2025
Q-Sched: Pushing the Boundaries of Few-Step Diffusion Models with Quantization-Aware Scheduling N. Frumkin Diana Marculescu DiffM MQ VLM 97 0 0 01 Sep 2025
BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Generation Youping Gu Xiaolong Li Yuhao Hu Minqi Chen Bohan Zhuang VGen 100 0 0 14 Aug 2025
Stable Diffusion Models are Secretly Good at Visual In-Context Learning Trevine Oorloff Vishwanath Sindagi Wele Gedara Chaminda Bandara Ali Shafahi Amin Ghiasi Charan Prakash R. Ardekani DiffM VLM 123 3 0 13 Aug 2025
Elucidating Rectified Flow with Deterministic Sampler: Polynomial Discretization Complexity for Multi and One-step Models Ruofeng Yang Zhaoyu Zhu Bo Jiang Cheng Chen Shuai Li 96 0 0 12 Aug 2025
Exploring Multimodal Diffusion Transformers for Enhanced Prompt-based Image Editing Joonghyuk Shin Alchan Hwang Yujin Kim Daneul Kim Jaesik Park DiffM 89 2 0 11 Aug 2025
Optimal Transport for Rectified Flow Image Editing: Unifying Inversion-Based and Direct Methods Marian Lupascu Mihai-Sorin Stupariu DiffM 214 0 0 04 Aug 2025
One-Step Flow Policy Mirror Descent Tianyi Chen Haitong Ma Na Li Kai Wang Bo Dai 207 0 0 31 Jul 2025
Next Tokens Denoising for Speech Synthesis Yanqing Liu Ruiqing Xue C. Zhang Yufei Liu G. Wang Bohan Li Yao Qian Lei He Shujie Liu Sheng Zhao DiffM 138 1 0 30 Jul 2025
Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis Yanzuo Lu Yuxi Ren Xin Xia Shanchuan Lin Xing Wang Xuefeng Xiao Andy J. Ma Xiaohua Xie Jian-Huang Lai DiffM 237 10 0 24 Jul 2025
The Serial Scaling Hypothesis Yuxi Liu Konpat Preechakul Kananart Kuwaranancharoen Yutong Bai LRM 160 3 0 16 Jul 2025
Flows and Diffusions on the Neural Manifold Daniel Saragih Deyu Cao Tejas Balaji DiffM AI4CE 194 1 0 14 Jul 2025
When and Where do Data Poisons Attack Textual Inversion? Jeremy A. Styborski Mingzhi Lyu Jiayou Lu Nupur Kapur A. Kong DiffM AAML 355 0 0 11 Jul 2025
OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions Yuanhao Cai Chentao Song Xi Chen Jinbo Xing Yiwei Hu ... Tianyu Wang Y. Zhang Xiaokang Yang Zhe Lin Alan Yuille DiffM VGen 218 3 0 29 Jun 2025
From Cradle to Cane: A Two-Pass Framework for High-Fidelity Lifespan Face Aging Tao Liu Dafeng Zhang Gengchen Li Shizhuo Liu Yongqi Song S. Li Shiqi Yang Boqian Li Kai Wang Yaxing Wang 235 1 0 26 Jun 2025
AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image EditingInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Biao Yang Muqi Huang Yuhui Zhang Yun Xiong Kun Zhou ... Shiyang Zhou Huishuai Bao Chuan Li Feng Shi Hualei Liu DiffM 165 0 0 16 Jun 2025
DiffPR: Diffusion-Based Phase Reconstruction via Frequency-Decoupled Learning Yi Zhang DiffM 199 0 0 12 Jun 2025
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation Or Tal Felix Kreuk Yossi Adi AI4TS 289 0 0 10 Jun 2025
Flow Diverse and Efficient: Learning Momentum Flow Matching via Stochastic Velocity Field Sampling Zhiyuan Ma Ruixun Liu Sixian Liu Jianjun Li Bowen Zhou 179 2 0 10 Jun 2025
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training Jianyi Wang Shanchuan Lin Zhijie Lin Yuxi Ren Meng Wei ... Yang Zhao Ceyuan Yang Xuefeng Xiao Chen Change Loy Lu Jiang DiffM VGen 299 12 0 05 Jun 2025
Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Zhengyao Lv Chenyang Si Tianlin Pan Zhaoxi Chen Kwan-Yee K. Wong Yu Qiao Ziwei Liu DiffM VGen 256 4 0 03 Jun 2025
Diff2Flow: Training Flow Matching Models via Diffusion Model AlignmentComputer Vision and Pattern Recognition (CVPR), 2025 Johannes Schusterbauer Ming Gui Frank Fundel Bjorn Ommer 175 8 0 02 Jun 2025
STORK: Faster Diffusion And Flow Matching Sampling By Resolving Both Stiffness And Structure-Dependence Zheng Tan Weizhen Wang Andrea L. Bertozzi Ernest K. Ryu DiffM 134 2 0 30 May 2025
One-Way Ticket:Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2025 S. Li Lei Wang Kai Wang Tao Liu J. Xie Joost van de Weijer Fahad Shahbaz Khan Shiqi Yang Yaxing Wang Zhiqiang Wang 207 4 0 28 May 2025
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Dar-Yen Chen Hmrishav Bandyopadhyay Kai Zou Yi-Zhe Song 358 5 0 27 May 2025
Advancing Limited-Angle CT Reconstruction Through Diffusion-Based Sinogram CompletionInternational Conference on Information Photonics (ICIP), 2025 Jiaqi Guo S. Tapia Aggelos K. Katsaggelos DiffM MedIm 108 3 0 26 May 2025