Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

4 December 2023

Konrad Schindler

Papers citing "Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation"

45 / 45 papers shown

Title
VIN-NBV: A View Introspection Network for Next-Best-View Selection for Resource-Efficient 3D Reconstruction Noah Frahm Dongxu Zhao Andrea Dunn Beltran Ron Alterovitz Jan-Michael Frahm Junier Oliva Roni Sengupta 137 0 0 09 May 2025
VGLD: Visually-Guided Linguistic Disambiguation for Monocular Depth Scale Recovery Bojin Wu Jing Chen MDE 46 0 0 05 May 2025
Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings Andreas Sochopoulos Nikolay Malkin Nikolaos Tsagkas João Moura Michael Gienger S. Vijayakumar 41 1 0 02 May 2025
LiDAR-Guided Monocular 3D Object Detection for Long-Range Railway Monitoring Raul David Dominguez Sanchez Xavier Jair Diaz Ortiz Xingcheng Zhou M. Ronecker Michael Karner Daniel Watzenig Alois C. Knoll 106 0 0 25 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 55 0 0 24 Apr 2025
MonoTher-Depth: Enhancing Thermal Depth Estimation via Confidence-Aware Distillation Xingxing Zuo Nikhil Ranganathan Connor T. Lee Georgia Gkioxari Soon-Jo Chung VLM 58 1 0 21 Apr 2025
VistaDepth: Frequency Modulation With Bias Reweighting For Enhanced Long-Range Depth Estimation Mingxia Zhan Li Zhang Xiaomeng Chu Beibei Wang MDE 57 0 0 21 Apr 2025
DeepWheel: Generating a 3D Synthetic Wheel Dataset for Design and Performance Evaluation Soyoung Yoo Namwoo Kang 32 0 0 15 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 65 0 0 15 Apr 2025
Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation Jiantao Lin Xin Yang Meixi Chen Yingjie Xu D. Yan Leyi Wu Xinli Xu Lie Xu Shunsi Zhang Ying-Cong Chen 58 1 0 03 Mar 2025
Revisiting Gradient-based Uncertainty for Monocular Depth Estimation Julia Hornauer Amir El-Ghoussani Vasileios Belagiannis UQCV 55 0 0 09 Feb 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 76 7 0 28 Jan 2025
Rethinking Encoder-Decoder Flow Through Shared Structures Frederik Laboyrie M. K. Yucel Albert Saà-Garriga AI4CE 45 0 0 24 Jan 2025
CheapNVS: Real-Time On-Device Narrow-Baseline Novel View Synthesis K. Georgiadis M. K. Yucel Albert Saà-Garriga ViT 52 1 0 24 Jan 2025
Survey on Monocular Metric Depth Estimation Jiuling Zhang VLM 69 0 0 21 Jan 2025
DPBridge: Latent Diffusion Bridge for Dense Prediction Haorui Ji Taojun Lin Hongdong Li DiffM 51 1 0 29 Dec 2024
IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations Zhibing Li Tong Wu Jing Tan Mengchen Zhang Jiaqi Wang D. Lin 99 1 0 16 Dec 2024
DepthSplat: Connecting Gaussian Splatting and Depth Haofei Xu Songyou Peng Fangjinhua Wang Hermann Blum Dániel Baráth Andreas Geiger Marc Pollefeys 3DGS MDE 50 29 0 17 Oct 2024
A Simple Approach to Unifying Diffusion-based Conditional Generation Xirui Li Charles Herrmann Kelvin C.K. Chan Yinxiao Li Deqing Sun Chao Ma Ming Yang DiffM VLM 43 1 0 15 Oct 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Ziyue Li Tianyi Zhou MoE 71 16 0 14 Oct 2024
High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity Qian Yu Peng-Tao Jiang Hao Zhang Jinwei Chen Bo Li Lihe Zhang Huchuan Lu 47 2 0 14 Oct 2024
IncEventGS: Pose-Free Gaussian Splatting from a Single Event Camera Jian Huang Chengrui Dong Peidong Liu Peidong Liu 3DGS 29 2 0 10 Oct 2024
Diffusion Models in 3D Vision: A Survey Zhen Wang Dongyuan Li Renhe Jiang Tianyu He Jiang Bian Renhe Jiang MedIm 66 4 0 07 Oct 2024
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion Junyi Zhang Charles Herrmann Junhwa Hur Varun Jampani Trevor Darrell Forrester Cole Deqing Sun Ming Yang VGen 86 70 0 04 Oct 2024
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions Ziyao Zeng Yangchao Wu Hyoungseob Park Daniel Wang Fengyu Yang Stefano Soatto Dong Lao Byung-Woo Hong Alex Wong MDE 20 7 0 03 Oct 2024
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction Jing He Haodong Li Wei Yin Yixun Liang Leheng Li Kaiqiang Zhou Hongbo Zhang Bingbing Liu Ying-Cong Chen DiffM VLM 46 40 0 26 Sep 2024
FisheyeDepth: A Real Scale Self-Supervised Depth Estimation Model for Fisheye Camera Guoyang Zhao Yuxuan Liu Weiqing Qi Fulong Ma Ming Liu Jun Ma MDE 32 0 0 23 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 57 10 0 23 Sep 2024
SteeredMarigold: Steering Diffusion Towards Depth Completion of Largely Incomplete Depth Maps Jakub Gregorek Lazaros Nalpantidis 3DGS 38 3 0 16 Sep 2024
EDADepth: Enhanced Data Augmentation for Monocular Depth Estimation Nischal Khanal Shivanand Venkanna Sheshappanavar MDE 42 0 0 10 Sep 2024
LM-Gaussian: Boost Sparse-view 3D Gaussian Splatting with Large Model Priors Hanyang Yu Xiaoxiao Long Ping Tan 3DGS 31 4 0 05 Sep 2024
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining Dongyang Liu Shitian Zhao Le Zhuo Weifeng Lin Yu Qiao Xinyue Li Qi Qin Yu Qiao Hongsheng Li Peng Gao MLLM 67 48 0 05 Aug 2024
Gaussian Splatting Lucas-Kanade Liuyue Xie Joel Julin Koichiro Niinuma László A. Jeni 3DGS 38 2 0 16 Jul 2024
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models Chang-Han Yeh Chin-Yang Lin Zhixiang Wang Chi-Wei Hsiao Ting-Hsuan Chen Hau-Shiang Shiu Yu-Lun Liu VGen DiffM 57 5 0 01 Jul 2024
DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image Qingxuan Wu Zhiyang Dou Sirui Xu Soshi Shimada Chen Wang ... Taku Komura Vladislav Golyanik Christian Theobalt Wenping Wang Lingjie Liu CVBM 3DH 68 4 0 26 Jun 2024
Fast Encoder-Based 3D from Casual Videos via Point Track Processing Yoni Kasten Wuyue Lu Haggai Maron 3DPC 27 2 0 10 Apr 2024
Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation Mu Hu Wei Yin C. Zhang Zhipeng Cai Xiaoxiao Long Kaixuan Wang Kaixuan Wang Gang Yu Chunhua Shen Shaojie Shen 3DGS 54 115 0 22 Mar 2024
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image Wei Yin Chi Zhang Hao Chen Zhipeng Cai Gang Yu Kaixuan Wang Xiaozhi Chen Chunhua Shen MDE 131 174 0 20 Jul 2023
Neural LiDAR Fields for Novel View Synthesis S. Huang Zan Gojcic Zian Wang Francis Williams Yoni Kasten Sanja Fidler Konrad Schindler Or Litany 72 46 0 02 May 2023
Visual-Language Prompt Tuning with Knowledge-guided Context Optimization Hantao Yao Rui Zhang Changsheng Xu VLM VPVLM 127 200 0 23 Mar 2023
DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation Yiqun Duan Xianda Guo Zhengbiao Zhu DiffM MDE 48 68 0 09 Mar 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception Wenliang Zhao Yongming Rao Zuyan Liu Benlin Liu Jie Zhou Jiwen Lu ObjD VLM MDE 160 214 0 03 Mar 2023
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,588 0 10 Nov 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 189 385 0 06 Nov 2021
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Mingming Gong Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 185 1,707 0 06 Jun 2018