Affinity-based Attention in Self-supervised Transformers Predicts Dynamics of Object Grouping in Humans

1 June 2023

Papers citing "Affinity-based Attention in Self-supervised Transformers Predicts Dynamics of Object Grouping in Humans"

7 / 7 papers shown

Title
Dissecting Query-Key Interaction in Vision Transformers Xu Pan Aaron Philip Ziqian Xie Odelia Schwartz 39 1 0 04 Apr 2024
Visual Reasoning in Object-Centric Deep Neural Networks: A Comparative Cognition Approach Guillermo Puebla Jeffrey S. Bowers OCL 43 0 0 20 Feb 2024
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 147 28 0 17 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 180 196 0 29 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 326 5,785 0 29 Apr 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 224 254 0 09 Dec 2020