Scalable Adaptive Computation for Iterative Generation

22 December 2022

David Fleet

Papers citing "Scalable Adaptive Computation for Iterative Generation"

50 / 94 papers shown

Title
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization Wenchuan Wang Mengqi Huang Yijing Tu Zhendong Mao VGen 69 0 0 04 May 2025
Integration Flow Models Jingjing Wang Dan Zhang Joshua Luo Yin Yang Feng Luo 128 0 0 28 Apr 2025
PixelFlow: Pixel-Space Generative Models with Flow Shoufa Chen Chongjian Ge Shilong Zhang Peize Sun Ping Luo VLM DRL 37 0 0 10 Apr 2025
Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks Bhishma Dedhia David Bourgin Krishna Kumar Singh Yuheng Li Yan Kang Zhan Xu N. Jha Y. Liu DiffM VGen 72 0 0 21 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Ming-Yu Liu J. Zhu Qinsheng Zhang DiffM 49 0 0 03 Mar 2025
Designing Scheduling for Diffusion Models via Spectral Analysis Roi Benita Michael Elad Joseph Keshet DiffM 60 0 0 31 Jan 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation Deyu Zhou Quan Sun Yuang Peng Kun Yan Runpei Dong ... Zheng Ge Nan Duan Xiangyu Zhang L. Ni H. Shum VGen 54 6 0 21 Jan 2025
GANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space Souhaib Attaiki Paul Guerrero Duygu Ceylan Niloy J. Mitra M. Ovsjanikov 85 0 0 21 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 81 11 0 10 Dec 2024
Coordinate In and Value Out: Training Flow Transformers in Ambient Space Yuyang Wang Anurag Ranjan J. Susskind Miguel Angel Bautista 3DPC 73 0 0 05 Dec 2024
Moving Off-the-Grid: Scene-Grounded Video Representations Sjoerd van Steenkiste Daniel Zoran Yi Yang Yulia Rubanova Rishabh Kabra ... Thomas Keck João Carreira Alexey Dosovitskiy Mehdi S. M. Sajjadi Thomas Kipf 31 3 0 08 Nov 2024
Adaptive Length Image Tokenization via Recurrent Allocation Shivam Duggal Phillip Isola Antonio Torralba William T. Freeman VLM 37 5 0 04 Nov 2024
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion Emiel Hoogeboom Thomas Mensink Jonathan Heek Kay Lamerigts Ruiqi Gao Tim Salimans 110 6 0 25 Oct 2024
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing Haonan Lin Mengmeng Wang Jiahao Wang Wenbin An Yan Chen Yong Liu Feng Tian Guang Dai Jingdong Wang Qianying Wang DiffM 43 9 0 24 Oct 2024
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step Mingyuan Zhou Huangjie Zheng Yi Gu Zhendong Wang Hai Huang DiffM 49 4 0 19 Oct 2024
FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification J. Yao Wang Cheng Wenyu Liu Xinggang Wang 41 8 0 14 Oct 2024
Efficient Semantic Diffusion Architectures for Model Training on Synthetic Echocardiograms D. Stojanovski Mariana da Silva P. Lamata A. Beqiri Alberto Gomez MedIm DiffM 20 1 0 28 Sep 2024
DiffSSC: Semantic LiDAR Scan Completion using Denoising Diffusion Probabilistic Models Helin Cao Sven Behnke DiffM 31 2 0 26 Sep 2024
ASD-Diffusion: Anomalous Sound Detection with Diffusion Models Fengrun Zhang Xiang Xie Kai Guo DiffM 27 0 0 24 Sep 2024
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models Alexander Koch O. U. Aydin A. Hilbert Jana Rieger Satoru Tanioka F. Ishida Dietmar Frey DiffM MedIm 31 1 0 16 Sep 2024
GRIN: Zero-Shot Metric Depth with Pixel-Level Diffusion Vitor Campagnolo Guizilini P. Tokmakov Achal Dave Rares Ambrus DiffM 28 2 0 15 Sep 2024
Human Motion Synthesis_ A Diffusion Approach for Motion Stitching and In-Betweening Michael Adewole Oluwaseyi Giwa Favour Nerrise Martins Osifeko A. Oyedeji VGen DiffM 21 2 0 10 Sep 2024
Self-Improving Diffusion Models with Synthetic Data Sina Alemohammad Ahmed Imtiaz Humayun S. Agarwal John Collomosse Richard G. Baraniuk 28 11 0 29 Aug 2024
OctFusion: Octree-based Diffusion Models for 3D Shape Generation Bojun Xiong Si-Tong Wei Xin-Yang Zheng Yan-Pei Cao Zhouhui Lian Peng-Shuai Wang 46 9 0 27 Aug 2024
Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators Yifan Pu Zhuofan Xia Jiayi Guo Dongchen Han Qixiu Li ... Ji Li Yizeng Han Shiji Song Gao Huang Xiu Li 58 11 0 11 Aug 2024
LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba Yunxiang Fu Chaoqi Chen Yizhou Yu Mamba 68 3 0 05 Aug 2024
PointRegGPT: Boosting 3D Point Cloud Registration using Generative Point-Cloud Pairs for Training Suyi Chen Hao Xu Haipeng Li Kunming Luo Guanghui Liu Chi-Wing Fu Ping Tan Shuaicheng Liu 3DPC 39 3 0 19 Jul 2024
VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control Sherwin Bahmani Ivan Skorokhodov Aliaksandr Siarohin Willi Menapace Guocheng Qian ... Chaoyang Wang Jiaxu Zou Andrea Tagliasacchi David B. Lindell Sergey Tulyakov VGen DiffM 85 42 0 17 Jul 2024
RodinHD: High-Fidelity 3D Avatar Generation with Diffusion Models Bowen Zhang Yiji Cheng Chunyu Wang Ting Zhang Jiaolong Yang Yansong Tang Feng Zhao Dong Chen Baining Guo DiffM 45 18 0 09 Jul 2024
Image-Conditional Diffusion Transformer for Underwater Image Enhancement Xingyang Nie Su Pan Xiaoyu Zhai Shifei Tao Fengzhong Qu Biao Wang Huilin Ge Guojie Xiao 29 2 0 07 Jul 2024
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents Yilun Xu Gabriele Corso Tommi Jaakkola Arash Vahdat Karsten Kreis 29 12 0 03 Jul 2024
Probabilistic Emulation of a Global Climate Model with Spherical DYffusion Salva Rühling Cachay Brian Henn Oliver Watt-Meyer Christopher S. Bretherton Rose Yu SyDa AI4Cl 34 7 0 21 Jun 2024
Hierarchical Patch Diffusion Models for High-Resolution Video Generation Ivan Skorokhodov Willi Menapace Aliaksandr Siarohin Sergey Tulyakov VGen 40 10 0 12 Jun 2024
Multistep Distillation of Diffusion Models via Moment Matching Tim Salimans Thomas Mensink Jonathan Heek Emiel Hoogeboom DiffM 38 23 0 06 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu W. J. Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 46 115 0 05 Jun 2024
Guiding a Diffusion Model with a Bad Version of Itself Tero Karras M. Aittala Tuomas Kynkaanniemi J. Lehtinen Timo Aila S. Laine 28 57 0 04 Jun 2024
Don't drop your samples! Coherence-aware training benefits Conditional diffusion Nicolas Dufour Victor Besnier Vicky Kalogeiton David Picard DiffM 49 2 0 30 May 2024
Diffusion Rejection Sampling Byeonghu Na Yeongmin Kim Minsang Park DongHyeok Shin Wanmo Kang Il-Chul Moon 38 2 0 28 May 2024
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models C. N. Vasconcelos Abdullah Rashwan Austin Waters Trevor Walker Keyang Xu Jimmy Yan ... Wenlei Zhou Kevin Swersky David J. Fleet Jason Baldridge Oliver Wang 42 3 0 27 May 2024
SFDDM: Single-fold Distillation for Diffusion models Chi Hong Jiyue Huang Robert Birke Dick H. J. Epema Stefanie Roos Lydia Y. Chen 34 1 0 23 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
Directly Denoising Diffusion Models Dan Zhang Jingjing Wang Feng Luo DiffM 36 2 0 22 May 2024
Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model Joo Young Choi Jaesung R. Park Inkyu Park Jaewoong Cho Albert No Ernest K. Ryu AI4CE 35 4 0 07 May 2024
Lane Segmentation Refinement with Diffusion Models Antonio Ruiz Andrew Melnik Dong Wang Helge J. Ritter DiffM 71 3 0 01 May 2024
Rethinking Iterative Stereo Matching from Diffusion Bridge Model Perspective Yuguang Shi DiffM 32 0 0 13 Apr 2024
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation Mingyuan Zhou Huangjie Zheng Zhendong Wang Mingzhang Yin Hai Huang DiffM 47 49 0 05 Apr 2024
PointInfinity: Resolution-Invariant Point Diffusion Models Zixuan Huang Justin Johnson Shoubhik Debnath James M. Rehg Chao-Yuan Wu 28 11 0 04 Apr 2024
SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer Rui Zhu Yingwei Pan Yehao Li Ting Yao Zhenglong Sun Tao Mei C. Chen 50 23 0 25 Mar 2024
Diffusion-Based Environment-Aware Trajectory Prediction Theodor Westny Björn Olofsson Erik Frisk 36 9 0 18 Mar 2024
Denoising Task Difficulty-based Curriculum for Training Diffusion Models Jin-Young Kim Hyojun Go Soonwoo Kwon Hyun-Gyoon Kim DiffM 46 6 0 15 Mar 2024