Towards Self-Supervised Learning of Global and Object-Centric
Representations

Towards Self-Supervised Learning of Global and Object-Centric Representations

11 March 2022

Federico Baldassarre

Hossein Azizpour

Papers citing "Towards Self-Supervised Learning of Global and Object-Centric Representations"

12 / 12 papers shown

Title
Binding Dynamics in Rotating Features Sindy Lowe Francesco Locatello Max Welling OCL 30 2 0 08 Feb 2024
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 17 12 0 01 Dec 2023
MOFO: MOtion FOcused Self-Supervision for Video Understanding Mona Ahmadian Frank Guerin Andrew Gilbert 38 2 0 23 Aug 2023
Rotating Features for Object Discovery Sindy Lowe Phillip Lippe Francesco Locatello Max Welling OCL 30 21 0 01 Jun 2023
Contrastive Training of Complex-Valued Autoencoders for Object Discovery Aleksandar Stanić Anand Gopalakrishnan Kazuki Irie Jürgen Schmidhuber OCL 36 14 0 24 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 36 44 0 18 May 2023
Object-Centric Slot Diffusion Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 25 57 0 20 Mar 2023
Neural Systematic Binder Gautam Singh Yeongbin Kim Sungjin Ahn OCL 32 36 0 02 Nov 2022
Robust and Controllable Object-Centric Learning through Energy-based Models Ruixiang Zhang Tong Che Boris Ivanovic Renhao Wang Marco Pavone Yoshua Bengio Liam Paull OCL 31 8 0 11 Oct 2022
Self-Supervised Visual Representation Learning with Semantic Grouping Xin Wen Bingchen Zhao Anlin Zheng Xinming Zhang Xiaojuan Qi SSL 117 71 0 30 May 2022
Visual Concepts Tokenization Tao Yang Yuwang Wang Yan Lu Nanning Zheng OCL ViT 46 12 0 20 May 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 347 5,785 0 29 Apr 2021