Unsupervised Layered Image Decomposition into Object Prototypes

Unsupervised Layered Image Decomposition into Object Prototypes

29 April 2021

Papers citing "Unsupervised Layered Image Decomposition into Object Prototypes"

16 / 16 papers shown

Title
Artificial Kuramoto Oscillatory Neurons Takeru Miyato Sindy Lowe Andreas Geiger Max Welling AI4CE 75 6 0 20 May 2025
Historical Printed Ornaments: Dataset and Tasks Sayan Kumar Chaki Z. S. Baltaci Elliot Vincent Remi Emonet Fabienne Vial-Bonacci Christelle Bahier-Porte Mathieu Aubry Thierry Fournel 44 0 0 16 Aug 2024
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 90 3 0 12 Feb 2024
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives Tom Monnier Jake Austin Angjoo Kanazawa Alexei A. Efros Mathieu Aubry VGen 28 16 0 11 Jul 2023
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans Romain Loiseau Elliot Vincent Mathieu Aubry Loic Landrieu 3DPC 13 3 0 19 Apr 2023
Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based Approach Elliot Vincent Jean Ponce Mathieu Aubry AI4TS 13 5 0 22 Mar 2023
Learning Explicit Object-Centric Representations with Vision Transformers Oscar Vikström Alexander Ilin OCL ViT 32 4 0 25 Oct 2022
Search for Concepts: Discovering Visual Concepts Using Direct Optimization P. Reddy Paul Guerrero Niloy J. Mitra OCL 19 4 0 25 Oct 2022
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns Laurynas Karazija Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL 103 20 0 21 Oct 2022
Differentiable Mathematical Programming for Object-Centric Representation Learning Adeel Pervez Phillip Lippe E. Gavves OCL 44 5 0 05 Oct 2022
Image Amodal Completion: A Survey Jiayang Ao Qiuhong Ke Krista A. Ehinger 35 16 0 05 Jul 2022
Unsupervised Multi-object Segmentation Using Attention and Soft-argmax Bruno Sauvalle A. de La Fortelle 3DPC 49 12 0 26 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 28 159 0 16 May 2022
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation Laurynas Karazija Iro Laina Christian Rupprecht 3DV VOS 30 84 0 19 Nov 2021
Unsupervised Image Decomposition with Phase-Correlation Networks Angel Villar-Corrales Sven Behnke OCL 30 4 0 07 Oct 2021
Large-Scale Unsupervised Object Discovery Huy V. Vo Elena Sizikova Cordelia Schmid P. Pérez Jean Ponce ObjD 21 54 0 12 Jun 2021