Augmenting Convolutional networks with attention-based aggregation

27 December 2021

Papers citing "Augmenting Convolutional networks with attention-based aggregation"

38 / 38 papers shown

Title
Spline-based Transformers Prashanth Chandran Agon Serifi Markus Gross Moritz Bächer 41 0 0 03 Apr 2025
ACE: A Cardinality Estimator for Set-Valued Queries Yufan Sheng Xin Cao Kaiqi Zhao Yixiang Fang Jianzhong Qi Wenjie Zhang Christian S. Jensen 62 0 0 19 Mar 2025
Dreaming is All You Need Mingze Ni Wei Liu 33 0 0 03 Sep 2024
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 49 1 0 26 Jul 2024
CA-Stream: Attention-based pooling for interpretable image recognition Felipe Torres Hanwei Zhang R. Sicre Stéphane Ayache Yannis Avrithis 52 0 0 23 Apr 2024
On Train-Test Class Overlap and Detection for Image Retrieval Chull Hwan Song Jooyoung Yoon Taebaek Hwang Shunghyun Choi Yeong Hyeon Gu Yannis Avrithis 34 2 0 01 Apr 2024
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Donghyun Kim Byeongho Heo Dongyoon Han 47 14 0 28 Mar 2024
HyenaPixel: Global Image Context with Convolutions Julian Spravil Sebastian Houben Sven Behnke 31 1 0 29 Feb 2024
A new method for optical steel rope non-destructive damage detection Yunqing Bao Bin Hu 24 0 0 06 Feb 2024
Rethinking Patch Dependence for Masked Autoencoders Letian Fu Long Lian Renhao Wang Baifeng Shi Xudong Wang Adam Yala Trevor Darrell Alexei A. Efros Ken Goldberg 34 14 0 25 Jan 2024
Efficient generative adversarial networks using linear additive-attention Transformers Emilio Morales-Juarez Gibran Fuentes Pineda 34 3 0 17 Jan 2024
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation Yangyang Guo Guangzhi Wang Mohan S. Kankanhalli 21 3 0 16 Oct 2023
Attention-Map Augmentation for Hypercomplex Breast Cancer Classification Eleonora Lopez Filippo Betello Federico Carmignani Eleonora Grassucci Danilo Comminiello 24 12 0 11 Oct 2023
Improving Audio-Text Retrieval via Hierarchical Cross-Modal Interaction and Auxiliary Captions Yifei Xin Yuexian Zou 44 9 0 28 Jul 2023
A vector quantized masked autoencoder for audiovisual speech emotion recognition Samir Sadok Simon Leglaive Renaud Séguier SSL 79 6 0 05 May 2023
Astroformer: More Data Might not be all you need for Classification Rishit Dagli 28 7 0 03 Apr 2023
A Close Look at Spatial Modeling: From Attention to Convolution Xu Ma Huan Wang Can Qin Kunpeng Li Xing Zhao Jie Fu Yun Fu ViT 3DPC 25 11 0 23 Dec 2022
MogaNet: Multi-order Gated Aggregation Network Siyuan Li Zedong Wang Zicheng Liu Cheng Tan Haitao Lin Di Wu Zhiyuan Chen Jiangbin Zheng Stan Z. Li 26 56 0 07 Nov 2022
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images Jayeon Yoo Khashayar Namdar Farzad Khalvati 18 2 0 20 Sep 2022
Backdoor Attacks on Vision Transformers Akshayvarun Subramanya Aniruddha Saha Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash ViT AAML 10 16 0 16 Jun 2022
Peripheral Vision Transformer Juhong Min Yucheng Zhao Chong Luo Minsu Cho ViT MDE 29 30 0 14 Jun 2022
DeiT III: Revenge of the ViT Hugo Touvron Matthieu Cord Hervé Jégou ViT 42 389 0 14 Apr 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 27 263 0 22 Mar 2022
Three things everyone should know about Vision Transformers Hugo Touvron Matthieu Cord Alaaeldin El-Nouby Jakob Verbeek Hervé Jégou ViT 21 119 0 18 Mar 2022
Adversarial Masking for Self-Supervised Learning Yuge Shi N. Siddharth Philip H. S. Torr Adam R. Kosiorek SSL 56 82 0 31 Jan 2022
Patches Are All You Need? Asher Trockman J. Zico Kolter ViT 225 402 0 24 Jan 2022
Continual Transformers: Redundancy-Free Attention for Online Inference Lukas Hedegaard Arian Bakhtiarnia Alexandros Iosifidis CLL 25 11 0 17 Jan 2022
Pruning Self-attentions into Convolutional Layers in Single Path Haoyu He Jianfei Cai Jing Liu Zizheng Pan Jing Zhang Dacheng Tao Bohan Zhuang ViT 31 40 0 23 Nov 2021
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 71 330 0 11 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Yinghui Li Li Tao Dun Liang Haitao Zheng 85 97 0 07 Nov 2021
Non-deep Networks Ankit Goyal Alexey Bochkovskiy Jia Deng V. Koltun 116 69 0 14 Oct 2021
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 212 487 0 01 Oct 2021
FoveaTer: Foveated Transformer for Image Classification Aditya Jonnalagadda W. Wang B. S. Manjunath M. Eckstein ViT 17 23 0 29 May 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 271 2,603 0 04 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,623 0 24 Feb 2021
High-Performance Large-Scale Image Recognition Without Normalization Andrew Brock Soham De Samuel L. Smith Karen Simonyan VLM 223 512 0 11 Feb 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016