How to represent part-whole hierarchies in a neural network

25 February 2021

Papers citing "How to represent part-whole hierarchies in a neural network"

19 / 19 papers shown

Title
Evolved Hierarchical Masking for Self-Supervised Learning Zhanzhou Feng Shiliang Zhang 37 0 0 12 Apr 2025
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery Anand Gopalakrishnan Aleksandar Stanić Jürgen Schmidhuber M. C. Mozer 40 5 0 27 May 2024
Efficient and accurate neural field reconstruction using resistive memory Yifei Yu Shaocong Wang Woyu Zhang Xinyuan Zhang Xiuzhe Wu ... Zhongrui Wang Dashan Shang Qi Liu Kwang-Ting Cheng Ming-Yu Liu 21 0 0 15 Apr 2024
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 16 114 0 08 Dec 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation Jian Ding Nan Xue Guisong Xia Bernt Schiele Dengxin Dai ViT 17 30 0 22 May 2023
FIT: Far-reaching Interleaved Transformers Ting-Li Chen Lala Li 19 12 0 22 May 2023
Modeling Entities as Semantic Points for Visual Information Extraction in the Wild Zhibo Yang Rujiao Long Pengfei Wang Sibo Song Humen Zhong Wenqing Cheng X. Bai Cong Yao 13 19 0 23 Mar 2023
Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption Matthias Mitterreiter Marcel Koch Joachim Giesen Soren Laue 3DPC MedIm 18 13 0 04 Jan 2023
Reversible Column Networks Yuxuan Cai Yi Zhou Qi Han Jianjian Sun Xiangwen Kong Jun Yu Li Xiangyu Zhang VLM 24 53 0 22 Dec 2022
Testing GLOM's ability to infer wholes from ambiguous parts Laura J. Culp S. Sabour Geoffrey E. Hinton 11 1 0 29 Nov 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan Zhangyang Gao Lirong Wu Yongjie Xu Jun-Xiong Xia Siyuan Li Stan Z. Li 25 102 0 24 Jun 2022
SSR-GNNs: Stroke-based Sketch Representation with Graph Neural Networks Sheng Cheng Yi Ren Yezhou Yang 50 2 0 27 Apr 2022
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs Xiaohan Ding X. Zhang Yi Zhou Jungong Han Guiguang Ding Jian-jun Sun VLM 31 522 0 13 Mar 2022
Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks A. Harrington Arturo Deza OOD AAML 13 20 0 02 Feb 2022
Active Predictive Coding Networks: A Neural Solution to the Problem of Learning Reference Frames and Part-Whole Hierarchies Dimitrios C. Gklezakos Rajesh P. N. Rao 6 11 0 14 Jan 2022
Partial to Whole Knowledge Distillation: Progressive Distilling Decomposed Knowledge Boosts Student Better Xuanyang Zhang X. Zhang Jian-jun Sun 11 1 0 26 Sep 2021
Visual Parser: Representing Part-whole Hierarchies with Transformers Shuyang Sun Xiaoyu Yue S. Bai Philip H. S. Torr 50 26 0 13 Jul 2021
A topological solution to object segmentation and tracking Thomas R. Tsao Doris Y. Tsao VOS 10 17 0 05 Jul 2021
Persistent Message Passing Heiko Strathmann M. Barekatain Charles Blundell Petar Velickovic 25 15 0 01 Mar 2021