Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns

21 October 2022

Laurynas Karazija

Subhabrata Choudhury

Iro Laina

Christian Rupprecht

Andrea Vedaldi

OCL

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Papers citing "Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns"

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Title
Are We Done with Object-Centric Learning? Alexander Rubinstein Ameya Prabhu Matthias Bethge Seong Joon Oh OCL 617 0 0 09 Apr 2025
Scene-Centric Unsupervised Panoptic Segmentation Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 62 0 0 02 Apr 2025
xMOD: Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D motion Saad Lahlali Sandra Kara Hejer Ammar Florian Chabot Nicolas Granger Hervé Le Borgne Q. C. Pham 3DPC 57 0 0 19 Mar 2025
Slot-BERT: Self-supervised Object Discovery in Surgical Video Guiqiu Liao M. Jogan Marcel Hussing Kenta Nakahashi Kazuhiro Yasufuku Amin Madani Eric Eaton Daniel A. Hashimoto 124 0 0 21 Jan 2025
Learning segmentation from point trajectories Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 118 1 0 21 Jan 2025
On Moving Object Segmentation from Monocular Video with Transformers Christian Homeyer Christoph Schnörr 94 3 0 28 Nov 2024
Unsupervised Object Discovery: A Comprehensive Survey and Unified Taxonomy José-Fabian Villa-Vásquez M. Pedersoli 34 1 0 30 Oct 2024
The Background Also Matters: Background-Aware Motion-Guided Objects Discovery Sandra Kara Hejer Ammar Florian Chabot Quoc-Cuong Pham 22 3 0 05 Nov 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey Oriane Siméoni Éloi Zablocki Spyros Gidaris Gilles Puy Patrick Pérez 24 10 0 19 Oct 2023
Self-supervised Object-Centric Learning for Videos Görkay Aydemir Weidi Xie Fatma Guney OCL VOS SSL 28 24 0 10 Oct 2023
Variational Inference for Scalable 3D Object-centric Learning Tianyu Wang K. S. Ng Miaomiao Liu OCL DRL 3DPC 22 0 0 25 Sep 2023
RobustCLEVR: A Benchmark and Framework for Evaluating Robustness in Object-centric Learning Nathan G. Drenkow Mathias Unberath 32 4 0 28 Aug 2023
Multi-Object Discovery by Low-Dimensional Object Motion Sadra Safadoust Fatma Guney OCL 19 9 0 16 Jul 2023
Cycle Consistency Driven Object Discovery Aniket Didolkar Anirudh Goyal Yoshua Bengio OCL 19 8 0 03 Jun 2023
Object Discovery from Motion-Guided Tokens Zhipeng Bao P. Tokmakov Yu-xiong Wang Adrien Gaidon M. Hebert OCL 26 20 0 27 Mar 2023
Unsupervised Segmentation in Real-World Images via Spelke Object Inference Honglin Chen R. Venkatesh Yoni Friedman Jiajun Wu J. Tenenbaum Daniel L. K. Yamins Daniel M. Bear OCL 142 28 0 17 May 2022
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion Subhabrata Choudhury Laurynas Karazija Iro Laina Andrea Vedaldi Christian Rupprecht OCL VOS 105 39 0 16 May 2022
Unsupervised Part Discovery from Contrastive Reconstruction Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL SSL 172 62 0 11 Nov 2021
MarioNette: Self-Supervised Sprite Learning Dmitriy Smirnov Michael Gharbi Matthew Fisher Vitor Campagnolo Guizilini Alexei A. Efros Justin Solomon SSL OCL 74 37 0 29 Apr 2021
Generative Neurosymbolic Machines Jindong Jiang Sungjin Ahn BDL OCL 216 68 0 23 Oct 2020