Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction

26 September 2024

Jing He

Haodong Li

Bingbing Liu

Ying-Cong Chen

DiffM

VLM

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Papers citing "Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction"

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Title
Depth Anything with Any Prior Zehan Wang Siyu Chen Lihe Yang Jialei Wang Ziang Zhang Hengshuang Zhao Zhou Zhao 3DGS VLM MDE 37 0 0 15 May 2025
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis B. Ke Kevin Qu T. Wang Nando Metzger Shengyu Huang Bo Li Anton Obukhov Konrad Schindler DiffM VLM 25 0 0 14 May 2025
DiMeR: Disentangled Mesh Reconstruction Model Lutao Jiang Jiantao Lin Kanghao Chen Wenhang Ge Xin Yang Yifan Jiang Y. Lyu Xu Zheng Yingcong Chen 3DV 70 2 0 24 Apr 2025
The Fourth Monocular Depth Estimation Challenge Anton Obukhov Matteo Poggi Fabio Tosi Ripudaman Singh Arora Jaime Spencer ... Tuan-Anh Yang Minh-Quang Nguyen T. Tran Albert Luginov Muhammad Shahzad MDE 129 0 0 24 Apr 2025
ePBR: Extended PBR Materials in Image Synthesis Yu Guo Zhiqiang Lao Xiyun Song Yubin Zhou Zongfang Lin Heather Yu 29 0 0 23 Apr 2025
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors Yanrui Bin Wenbo Hu Haoyuan Wang Xinya Chen Bing Wang DiffM 47 0 0 15 Apr 2025
FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution Gene Chou Wenqi Xian Guandao Yang Mohamed Abdelfattah Bharath Hariharan Noah Snavely Ning Yu P. Debevec MDE 34 0 0 09 Apr 2025
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors Tian-Xing Xu Xiangjun Gao Wenbo Hu Xiaoyu Li Song-Hai Zhang Ying Shan VGen MDE 60 1 0 01 Apr 2025
MVSAnywhere: Zero-Shot Multi-View Stereo Sergio Izquierdo Mohamed Sayed Michael Firman Guillermo Garcia-Hernando Daniyar Turmukhambetov Javier Civera Oisin Mac Aodha Gabriel J. Brostow Jamie Watson 3DV 41 3 0 28 Mar 2025
MMGen: Unified Multi-modal Image Generation and Understanding in One Go Jiepeng Wang Zhaoqing Wang H. Pan Yuan Liu Dongdong Yu Changhu Wang Wenping Wang DiffM 80 0 0 26 Mar 2025
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation Jiyuan Wang Chunyu Lin Cheng Guan Lang Nie Jing He Haodong Li K. Liao Yao Zhao DiffM MDE 66 0 0 20 Mar 2025
Seeing the Future, Perceiving the Future: A Unified Driving World Model for Future Generation and Perception Dingkang Liang Dingyuan Zhang Xin Zhou Sifan Tu Tianrui Feng Xiaofan Li Yumeng Zhang Mingyang Du Xiao Tan Xiang Bai 67 2 0 17 Mar 2025
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer Bolin Chen Baoquan Zhao H. Xie Yi Cai Qing Li Xudong Mao DiffM 59 0 0 13 Mar 2025
VRMDiff: Text-Guided Video Referring Matting Generation of Diffusion Lehan Yang Jincen Song Tianlong Wang Daiqing Qi Weili Shi Yuheng Liu Sheng Li DiffM VOS VGen 74 0 0 11 Mar 2025
LBM: Latent Bridge Matching for Fast Image-to-Image Translation Clement Chadebec O. Tasar Sanjeev Sreetharan Benjamin Aubin 42 0 0 10 Mar 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 60 1 0 03 Mar 2025
MatSwap: Light-aware material transfers in images Ivan Lopes Valentin Deschaintre Yannick Hold-Geoffroy Raoul de Charette DiffM 87 0 0 11 Feb 2025
Shape from Semantics: 3D Shape Generation from Multi-View Semantics Liangchen Li Caoliwen Wang Yuqi Zhou Bailin Deng Juyong Zhang 3DV 37 0 0 01 Feb 2025
$$\texttt{DINO-Foresight}$: Looking into the Future with DINO$ $\texttt{DINO-Foresight}$ : Looking into the Future with DINO Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis AI4CE 87 1 0 16 Dec 2024
Prism: Semi-Supervised Multi-View Stereo with Monocular Structure Priors Alex Rich Noah Stier P. Sen Tobias Höllerer MDE 77 0 0 08 Dec 2024
Align3R: Aligned Monocular Depth Estimation for Dynamic Videos Jiahao Lu Tianyu Huang Peng Li Zhiyang Dou Cheng Lin Zhiming Cui Z. Dong Sai-Kit Yeung Wenping Wang Yuan Liu VGen MDE 100 7 0 04 Dec 2024
FiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation Yunpeng Bai Qixing Huang DiffM 94 0 0 01 Dec 2024
SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation Duc-Hai Pham Tung Do P. Nguyen Binh-Son Hua K. Nguyen Rang Nguyen MDE 80 1 0 27 Nov 2024
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation Ziyao Zeng Jingcheng Ni Daniel Wang Patrick Rim Younjoon Chung Fengyu Yang Byung-Woo Hong A. Wong DiffM MDE 108 2 0 24 Nov 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 49 1 0 16 Nov 2024
C-DiffSET: Leveraging Latent Diffusion for SAR-to-EO Image Translation with Confidence-Guided Reliable Object Generation Jeonghyeok Do Jaehyup Lee Munchurl Kim DiffM 48 1 0 16 Nov 2024
LucidFusion: Reconstructing 3D Gaussians with Arbitrary Unposed Images Hao He Yixun Liang Luozhou Wang Yuanhao Cai Xinli Xu Hao-Xiang Guo Xiang Wen Yingcong Chen 3DGS 35 0 0 21 Oct 2024
DisEnvisioner: Disentangled and Enriched Visual Prompt for Customized Image Generation Jing He Haodong Li Yongzhe Hu Guibao Shen Yingjie Cai Weichao Qiu Ying-Cong Chen DiffM 32 2 0 02 Oct 2024