Revisiting Spatial Invariance with Low-Rank Local Connectivity

7 February 2020

Gamaleldin F. Elsayed

Papers citing "Revisiting Spatial Invariance with Low-Rank Local Connectivity"

30 / 30 papers shown

Title
On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory Andrea Perin Stéphane Deny 93 2 0 16 Dec 2024
Symmetry From Scratch: Group Equivariance as a Supervised Learning Task Haozhe Huang Leo Kaixuan Cheng Kaiwen Chen Alán Aspuru-Guzik 33 0 0 05 Oct 2024
SENTINEL: Securing Indoor Localization against Adversarial Attacks with Capsule Neural Networks Danish Gufran Pooja Anandathirtha S. Pasricha AAML 35 1 0 14 Jul 2024
STF: Spatio-Temporal Fusion Module for Improving Video Object Detection Noreen Anwar Guillaume-Alexandre Bilodeau W. Bouachir ViT 30 0 0 16 Feb 2024
Spatially Covariant Image Registration with Text Prompts Xiang Chen Min Liu Rongguang Wang Renjiu Hu Dongdong Liu Gaolei Li Hang Zhang MedIm 38 9 0 27 Nov 2023
Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution Rui Wang E. Hofgard Han Gao Robin Walters Tess E. Smidt AI4CE 44 10 0 03 Oct 2023
Modularity in Deep Learning: A Survey Haozhe Sun Isabelle Guyon MoMe 35 2 0 02 Oct 2023
Temporally-Adaptive Models for Efficient Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Yingya Zhang Ziwei Liu Marcelo H. Ang 41 9 0 10 Aug 2023
RFAConv: Innovating Spatial Attention and Standard Convolutional Operation X. Zhang Chen Liu Degang Yang Tingting Song Yichen Ye Ke Li Ying Song 29 110 0 06 Apr 2023
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy Ruikang Ju Chih-Chia Chen Jen-Shiun Chiang Yu-Shian Lin Wei-Han Chen Chun-Tse Chien 27 17 0 16 Mar 2023
Spatially Covariant Lesion Segmentation Hang Zhang Rongguang Wang Jinwei Zhang Dongdong Liu Chao Li Jiahao Nick Li MedIm 37 7 0 19 Jan 2023
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 36 9 0 24 Nov 2022
Studying inductive biases in image classification task N. Arizumi 31 1 0 31 Oct 2022
Equivariance-aware Architectural Optimization of Neural Networks Kaitlin Maile Dennis G. Wilson Patrick Forré AI4CE 47 9 0 11 Oct 2022
DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer Hao Li Zhijing Yang Xiaobin Hong Ziying Zhao Junyang Chen Yukai Shi Jin-shan Pan DiffM ViT 43 11 0 28 Jul 2022
Rethinking Spatial Invariance of Convolutional Networks for Object Counting Zhi-Qi Cheng Qi Dai Hong Li JingKuan Song Xiao-Jun Wu Alexander G. Hauptmann 3DPC 42 95 0 10 Jun 2022
Improving Sample Efficiency of Value Based Models Using Attention and Vision Transformers Amir Ardalan Kalantari Mohammad Amini Sarath Chandar Doina Precup 52 4 0 01 Feb 2022
Approximately Equivariant Networks for Imperfectly Symmetric Dynamics Rui Wang Robin Walters Rose Yu 38 75 0 28 Jan 2022
TAda! Temporally-Adaptive Convolutions for Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Mingqian Tang Ziwei Liu M. Ang 43 49 0 12 Oct 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 83 2,818 0 23 Aug 2021
Towards Biologically Plausible Convolutional Networks Roman Pogodin Yash Mehta Timothy Lillicrap P. Latham 26 22 0 22 Jun 2021
Scaling Local Self-Attention for Parameter Efficient Visual Backbones Ashish Vaswani Prajit Ramachandran A. Srinivas Niki Parmar Blake A. Hechtman Jonathon Shlens 27 395 0 23 Mar 2021
ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases Stéphane dÁscoli Hugo Touvron Matthew L. Leavitt Ari S. Morcos Giulio Biroli Levent Sagun ViT 58 806 0 19 Mar 2021
Mind the Pad -- CNNs can Develop Blind Spots B. Alsallakh Narine Kokhlikyan Vivek Miglani Jun Yuan Orion Reblitz-Richardson 16 74 0 05 Oct 2020
Meta-Learning Symmetries by Reparameterization Allan Zhou Tom Knowles Chelsea Finn OOD 24 91 0 06 Jul 2020
Hierarchically Compositional Tasks and Deep Convolutional Networks Arturo Deza Q. Liao Andrzej Banburski T. Poggio BDL OOD 27 2 0 24 Jun 2020
Learning compact generalizable neural representations supporting perceptual grouping Vijay Veerabadran V. D. Sa 20 2 0 21 Jun 2020
Graph-Based Global Reasoning Networks Yunpeng Chen Marcus Rohrbach Zhicheng Yan Shuicheng Yan Jiashi Feng Yannis Kalantidis GNN NAI 268 457 0 30 Nov 2018
Learn To Pay Attention Saumya Jetley Nicholas A. Lord Namhoon Lee Philip Torr 67 437 0 06 Apr 2018
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012