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HSViT: Horizontally Scalable Vision Transformer

8 April 2024

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Papers citing "HSViT: Horizontally Scalable Vision Transformer"

24 / 24 papers shown

Title
Scale-Aware Modulation Meet Transformer Wei-Shiang Lin Ziheng Wu Jiayu Chen Jun Huang Lianwen Jin MoE ViT 106 74 0 17 Jul 2023
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan ViT 118 95 0 27 Mar 2023
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization Pavan Kumar Anasosalu Vasu J. Gabriel Jeff J. Zhu Oncel Tuzel Anurag Ranjan ViT 106 165 0 24 Mar 2023
EfficientFormer: Vision Transformers at MobileNet Speed Yanyu Li Geng Yuan Yang Wen Eric Hu Georgios Evangelidis Sergey Tulyakov Yanzhi Wang Jian Ren ViT 87 369 0 02 Jun 2022
Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training Haofei Zhang Jiarui Duan Mengqi Xue Mingli Song Li Sun Xiuming Zhang ViT AI4CE 63 16 0 07 Dec 2021
On the Integration of Self-Attention and Convolution Xuran Pan Chunjiang Ge Rui Lu S. Song Guanfu Chen Zeyi Huang Gao Huang SSL 127 302 0 29 Nov 2021
Swin Transformer V2: Scaling Up Capacity and Resolution Ze Liu Han Hu Yutong Lin Zhuliang Yao Zhenda Xie ... Yue Cao Zheng Zhang Li Dong Furu Wei B. Guo ViT 219 1,825 0 18 Nov 2021
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 288 1,281 0 05 Oct 2021
Asynchronous Federated Learning on Heterogeneous Devices: A Survey Chenhao Xu Youyang Qu Yong Xiang Longxiang Gao FedML 158 258 0 09 Sep 2021
Rethinking and Improving Relative Position Encoding for Vision Transformer Kan Wu Houwen Peng Minghao Chen Jianlong Fu Hongyang Chao ViT 88 338 0 29 Jul 2021
Chasing Sparsity in Vision Transformers: An End-to-End Exploration Tianlong Chen Yu Cheng Zhe Gan Lu Yuan Lei Zhang Zhangyang Wang ViT 68 222 0 08 Jun 2021
CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings Tatiana Likhomanenko Qiantong Xu Gabriel Synnaeve R. Collobert A. Rogozhnikov OOD ViT 80 59 0 06 Jun 2021
CvT: Introducing Convolutions to Vision Transformers Haiping Wu Bin Xiao Noel Codella Mengchen Liu Xiyang Dai Lu Yuan Lei Zhang ViT 152 1,917 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,564 0 25 Mar 2021
Learned Gradient Compression for Distributed Deep Learning L. Abrahamyan Yiming Chen Giannis Bekoulis Nikos Deligiannis 91 46 0 16 Mar 2021
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 434 13,108 0 26 May 2020
A Survey on Distributed Machine Learning Joost Verbraeken Matthijs Wolting Jonathan Katzy Jeroen Kloppenburg Tim Verbelen Jan S. Rellermeyer OOD 102 713 0 20 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 104 895 0 07 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 538 42,591 0 03 Dec 2019
On the Acceleration of Deep Learning Model Parallelism with Staleness An Xu Zhouyuan Huo Heng-Chiao Huang 43 38 0 05 Sep 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 149 18,179 0 28 May 2019
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 204 19,333 0 13 Jan 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 285 8,920 0 25 Aug 2017
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,595 0 01 Sep 2014