Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision

20 June 2023

William T. Freeman

Papers citing "Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision"

50 / 76 papers shown

Title
Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation Md. Naimur Asif Borno Md Sakib Hossain Shovon Asmaa Soliman Al-Moisheer Mohammad Ali Moni 21 0 0 11 May 2025
IM-Portrait: Learning 3D-aware Video Diffusion for Photorealistic Talking Heads from Monocular Videos Yuan Li Ziqian Bai Feitong Tan Zhaopeng Cui S. Fanello Yinda Zhang DiffM VGen 49 0 0 27 Apr 2025
GaussVideoDreamer: 3D Scene Generation with Video Diffusion and Inconsistency-Aware Gaussian Splatting Junlin Hao Peiheng Wang Haoyang Wang Xinggong Zhang Zongming Guo 3DGS VGen 52 0 0 14 Apr 2025
Uncertainty-Aware Diffusion Guided Refinement of 3D Scenes Sarosij Bose Arindam Dutta Sayak Nag Junge Zhang Jiachen Li Konstantinos Karydis A. Roy-Chowdhury 50 0 0 19 Mar 2025
SIR-DIFF: Sparse Image Sets Restoration with Multi-View Diffusion Model Yucheng Mao Boyang Wang Nilesh Kulkarni Jeong Joon Park DiffM 58 0 0 18 Mar 2025
Bolt3D: Generating 3D Scenes in Seconds Stanislaw Szymanowicz Jason Y. Zhang P. Srinivasan Ruiqi Gao Arthur Brussee Aleksander Holynski Ricardo Martín Brualla Jonathan T. Barron Philipp Henzler 90 4 0 18 Mar 2025
Generative Gaussian Splatting: Generating 3D Scenes with Video Diffusion Priors Katja Schwarz Norman Mueller Peter Kontschieder 3DGS 93 2 0 17 Mar 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 94 1 0 21 Feb 2025
Geometric Neural Process Fields Wenzhe Yin Zehao Xiao Jiayi Shen Yunlu Chen Cees G. M. Snoek J. Sonke E. Gavves AI4CE 38 0 0 04 Feb 2025
MEt3R: Measuring Multi-View Consistency in Generated Images Mohammad Asim Christopher Wewer Thomas Wimmer Bernt Schiele J. E. Lenssen EGVM 3DGS VGen 46 7 0 10 Jan 2025
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 77 1 0 05 Dec 2024
PaintScene4D: Consistent 4D Scene Generation from Text Prompts Vinayak Gupta Yunze Man Yu-Xiong Wang VGen 81 0 0 05 Dec 2024
Direct and Explicit 3D Generation from a Single Image Haoyu Wu Meher Gitika Karumuri Chuhang Zou Seungbae Bang Yuelong Li Dimitris Samaras Sunil Hadap 3DGS MDE 3DV 30 0 0 17 Nov 2024
Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion Haoran Wei Wencheng Han Xingping Dong Jianbing Shen DiffM 41 0 0 15 Nov 2024
Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction Junyi Chen Di Huang Weicai Ye Wanli Ouyang Tong He LRM 33 1 0 24 Oct 2024
Learning Diffusion Model from Noisy Measurement using Principled Expectation-Maximization Method Weimin Bai Weiheng Tang E. Ye Siyi Chen Wenzheng Chen H. Sun DiffM 16 0 0 15 Oct 2024
On a Hidden Property in Computational Imaging Yinan Feng Yinpeng Chen Yueh Lee Youzuo Lin 20 0 0 11 Oct 2024
Manifold Sampling for Differentiable Uncertainty in Radiance Fields Linjie Lyu Ayush Tewari Marc Habermann Shunsuke Saito Michael Zollhöfer Thomas Leimkühler Christian Theobalt UQCV 31 1 0 19 Sep 2024
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model Minghua Liu Chong Zeng Xinyue Wei Ruoxi Shi Linghao Chen ... Zhaoning Wang Xiaoshuai Zhang Isabella Liu Hongzhi Wu Hao Su 67 23 0 19 Aug 2024
SpaRP: Fast 3D Object Reconstruction and Pose Estimation from Sparse Views Chao Xu Ang Li Linghao Chen Yulin Liu Ruoxi Shi Hao Su Minghua Liu 3DGS 37 21 0 19 Aug 2024
MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing Chenjie Cao Chaohui Yu Yanwei Fu Fan Wang Xiangyang Xue VGen 39 7 0 15 Aug 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 72 41 0 17 Jul 2024
Blind Inversion using Latent Diffusion Priors Weimin Bai Siyi Chen Wenzheng Chen He Sun DiffM 23 4 0 01 Jul 2024
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations Weimin Bai Yifei Wang Wenzheng Chen He Sun 33 7 0 01 Jul 2024
MultiDiff: Consistent Novel View Synthesis from a Single Image Norman Muller Katja Schwarz Barbara Roessle Lorenzo Porzi Samuel Rota Buló Matthias Nießner Peter Kontschieder DiffM 34 22 0 26 Jun 2024
Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models Paul Henderson Melonie de Almeida D. Ivanova Titas Anciukevicius 3DGS 43 4 0 18 Jun 2024
WonderWorld: Interactive 3D Scene Generation from a Single Image Hong-Xing Yu Haoyi Duan Charles Herrmann William T. Freeman Jiajun Wu 3DGS VGen 41 37 0 13 Jun 2024
Human 3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models Yuxuan Xue Xianghui Xie R. Marin Gerard Pons-Moll 3DGS 44 7 0 12 Jun 2024
Flash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image Stanislaw Szymanowicz Eldar Insafutdinov Chuanxia Zheng Dylan Campbell João F. Henriques Christian Rupprecht Andrea Vedaldi 3DGS 24 49 0 06 Jun 2024
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control Zhengfei Kuang Shengqu Cai Hao He Yinghao Xu Hongsheng Li Leonidas J. Guibas Gordon Wetzstein VGen DiffM 30 18 0 27 May 2024
DreamMat: High-quality PBR Material Generation with Geometry- and Light-aware Diffusion Models Yuqing Zhang Yuan-Bin Liu Zhiyu Xie Lei Yang Zhongyuan Liu ... Runze Zhang Qilong Kou Cheng Lin Wenping Wang Xiaogang Jin DiffM 60 16 0 27 May 2024
Part123: Part-aware 3D Reconstruction from a Single-view Image Anran Liu Cheng Lin Yuan-Bin Liu Xiaoxiao Long Zhiyang Dou Hao-Xiang Guo Ping Luo Wenping Wang 29 12 0 27 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 39 3 0 27 May 2024
Score Distillation via Reparametrized DDIM Artem Lukoianov Haitz Sáez de Ocáriz Borde Kristjan Greenewald Vitor Campagnolo Guizilini Timur M. Bagautdinov Vincent Sitzmann Justin Solomon DiffM 25 17 0 24 May 2024
Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention Peng Li Yuan-Bin Liu Xiaoxiao Long Feihu Zhang Cheng Lin ... Wenhan Luo Ping Tan Wenping Wang Qi-fei Liu Yi-Ting Guo VGen 69 39 0 19 May 2024
Lightplane: Highly-Scalable Components for Neural 3D Fields Ang Cao Justin Johnson Andrea Vedaldi David Novotny 31 3 0 30 Apr 2024
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent Cameron Smith David Charatan A. Tewari Vincent Sitzmann VGen 3DH MDE 32 38 0 23 Apr 2024
Predicting Long-horizon Futures by Conditioning on Geometry and Time Tarasha Khurana Deva Ramanan AI4TS 26 0 0 17 Apr 2024
MVD-Fusion: Single-view 3D via Depth-consistent Multi-view Generation Hanzhe Hu Zhizhuo Zhou Varun Jampani Shubham Tulsiani MDE 39 21 0 04 Apr 2024
DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans A. Sengupta Thiemo Alldieck Nikos Kolotouros Enric Corona Andrei Zanfir C. Sminchisescu 22 7 0 30 Mar 2024
TC4D: Trajectory-Conditioned Text-to-4D Generation Sherwin Bahmani Xian Liu Yifan Wang Ivan Skorokhodov Victor Rong ... Jeong Joon Park Sergey Tulyakov Gordon Wetzstein Andrea Tagliasacchi David B. Lindell 94 34 0 26 Mar 2024
AniArtAvatar: Animatable 3D Art Avatar from a Single Image Shaoxu Li 31 1 0 26 Mar 2024
latentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction Christopher Wewer Kevin Raj Eddy Ilg Bernt Schiele J. E. Lenssen 3DGS 54 59 0 24 Mar 2024
GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation Yinghao Xu Zifan Shi Wang Yifan Hansheng Chen Ceyuan Yang Sida Peng Yujun Shen Gordon Wetzstein 3DV 3DGS 32 148 0 21 Mar 2024
Generic 3D Diffusion Adapter Using Controlled Multi-View Editing Hansheng Chen Ruoxi Shi Yulin Liu Bokui Shen Jiayuan Gu Gordon Wetzstein Hao Su Leonidas J. Guibas DiffM 50 19 0 18 Mar 2024
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation Yushi Lan Fangzhou Hong Shuai Yang Shangchen Zhou Xuyi Meng Bo Dai Xingang Pan Chen Change Loy 32 39 0 18 Mar 2024
Envision3D: One Image to 3D with Anchor Views Interpolation Yatian Pang Tanghui Jia Yujun Shi Zhenyu Tang Junwu Zhang Xinhua Cheng Xing Zhou Francis E. H. Tay Li-xin Yuan 34 8 0 13 Mar 2024
ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models Lukas Höllein Aljavz Bovzivc Norman Muller David Novotny Hung-Yu Tseng Christian Richardt Michael Zollhöfer Matthias Nießner DiffM 39 39 0 04 Mar 2024
ViewFusion: Towards Multi-View Consistency via Interpolated Denoising Xianghui Yang Yan Zuo Sameera Ramasinghe Loris Bazzani Gil Avraham A. Hengel DiffM 32 5 0 29 Feb 2024
PolyOculus: Simultaneous Multi-view Image-based Novel View Synthesis Jason J. Yu Tristan Aumentado-Armstrong Fereshteh Forghani Konstantinos G. Derpanis Marcus A. Brubaker 22 5 0 28 Feb 2024