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2211.10801
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Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training
19 November 2022
Zhenglun Kong
Haoyu Ma
Geng Yuan
Mengshu Sun
Yanyue Xie
Peiyan Dong
Xin Meng
Xuan Shen
Hao Tang
Minghai Qin
Tianlong Chen
Xiaolong Ma
Xiaohui Xie
Zhangyang Wang
Yanzhi Wang
ViT
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Papers citing
"Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training"
11 / 11 papers shown
Title
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
Xuan Shen
Peiyan Dong
Lei Lu
Zhenglun Kong
Zhengang Li
Ming Lin
Chao Wu
Yanzhi Wang
MQ
31
22
0
09 Dec 2023
Improved TokenPose with Sparsity
Anning Li
ViT
27
0
0
16 Nov 2023
Distilling Token-Pruned Pose Transformer for 2D Human Pose Estimation
Feixiang Ren
ViT
6
2
0
12 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review
Li Shen
Yan Sun
Zhiyuan Yu
Liang Ding
Xinmei Tian
Dacheng Tao
VLM
22
39
0
07 Apr 2023
Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural Networks
Yongming Rao
Zuyan Liu
Wenliang Zhao
Jie Zhou
Jiwen Lu
ViT
42
35
0
04 Jul 2022
Masked Autoencoders Are Scalable Vision Learners
Kaiming He
Xinlei Chen
Saining Xie
Yanghao Li
Piotr Dollár
Ross B. Girshick
ViT
TPM
258
7,337
0
11 Nov 2021
T6D-Direct: Transformers for Multi-Object 6D Pose Direct Regression
Arash A. Amini
Arul Selvam Periyasamy
Sven Behnke
ViT
47
28
0
22 Sep 2021
Pix2seq: A Language Modeling Framework for Object Detection
Ting-Li Chen
Saurabh Saxena
Lala Li
David J. Fleet
Geoffrey E. Hinton
MLLM
ViT
VLM
233
341
0
22 Sep 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
239
2,554
0
04 May 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
263
3,538
0
24 Feb 2021
Bottleneck Transformers for Visual Recognition
A. Srinivas
Tsung-Yi Lin
Niki Parmar
Jonathon Shlens
Pieter Abbeel
Ashish Vaswani
SLR
267
955
0
27 Jan 2021
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