Obukhov, Anton

1. Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
   2023/12/04 by Bingxin Ke, Anton Obukhov, Ke, Bingxin +9 · 57 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
2. I-Design: Personalized LLM Interior Designer
   2024/04/03 by Ata Çelen, Çelen, Ata, Han Guo +11 · 22 citations
   Arts and Humanities · #Architecture, Design, and Social History
3. DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models
   2022/11/22 by Shengqu Cai, Cai, Shengqu, Eric Ryan Chan +11 · 13 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
4. Exploring Relational Context for Multi-Task Dense Prediction
   2021/04/28 by Bruggemann, David, Kanakis, Menelaos, Obukhov, Anton +2 · 8 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis
   2025/05/14 by Bingxin Ke, Kevin Qu, Ke, Bingxin +13 · 24 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Medical Image Segmentation Techniques #Image and Signal Denoising Methods #Cell Image Analysis Techniques
6. Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
   2023/12/07 by Yujia Liu, Liu, Yujia, Anton Obukhov +5 · 7 citations
   Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Manufacturing Process and Optimization
7. Video Depth without Video Models
   2024/11/28 by Bingxin Ke, Dominik Narnhofer, Ke, Bingxin +13 · 10 citations
   Computer Science · Engineering · #3D Modeling in Geospatial Applications #Computational Geometry and Mesh Generation #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control
   2023/12/05 by Lukas Hoyer, Jia, Yuru, Hoyer, Lukas +10 · 6 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
9. BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
   2024/07/25 by Zhang, Xiang, Ke, Bingxin, Riemenschneider, Hayko +5 · 7 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion
    2024/12/18 by Viola, Massimiliano, Qu, Kevin, Metzger, Nando +4 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Pix2NeRF: Unsupervised Conditional π-GAN for Single Image to Neural Radiance Fields Translation
    2022/02/26 by Cai, Shengqu, Obukhov, Anton, Dai, Dengxin +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
12. Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference
    2020/07/24 by Kanakis, Menelaos, Bruggemann, David, Saha, Suman +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Towards Practical Control of Singular Values of Convolutional Layers
    2022/11/24 by Senderovich, Alexandra, Bulatova, Ekaterina, Obukhov, Anton +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. T-Basis: a Compact Representation for Neural Networks
    2020/07/13 by Obukhov, Anton, Rakhuba, Maxim, Georgoulis, Stamatios +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
15. The Fourth Monocular Depth Estimation Challenge
    2025/04/24 by Anton Obukhov, Obukhov, Anton, Matteo Poggi +109 · 2 citations
    Engineering · Computer Science · #Industrial Vision Systems and Defect Detection #Optical measurement and interference techniques #Image Processing Techniques and Applications