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2104.05704
Cited By
Escaping the Big Data Paradigm with Compact Transformers
12 April 2021
Ali Hassani
Steven Walton
Nikhil Shah
Abulikemu Abuduweili
Jiachen Li
Humphrey Shi
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Papers citing
"Escaping the Big Data Paradigm with Compact Transformers"
50 / 215 papers shown
Title
Two Birds, One Stone: A Unified Framework for Joint Learning of Image and Video Style Transfers
Bohai Gu
Heng Fan
Libo Zhang
8
9
0
22 Apr 2023
R
2
R^{2}
R
2
Former: Unified
R
R
R
etrieval and
R
R
R
eranking Transformer for Place Recognition
Sijie Zhu
Linjie Yang
C. L. P. Chen
M. Shah
Xiaohui Shen
Heng Wang
ViT
28
87
0
06 Apr 2023
Astroformer: More Data Might not be all you need for Classification
Rishit Dagli
18
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03 Apr 2023
Machine Learning for Brain Disorders: Transformers and Visual Transformers
Robin Courant
Maika Edberg
Nicolas Dufour
Vicky Kalogeiton
MedIm
ViT
22
1
0
21 Mar 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices
Chen Tang
Li Lyna Zhang
Huiqiang Jiang
Jiahang Xu
Ting Cao
Quanlu Zhang
Yuqing Yang
Zhi Wang
Mao Yang
15
11
0
17 Mar 2023
Vector Quantized Time Series Generation with a Bidirectional Prior Model
Daesoo Lee
Sara Malacarne
Erlend Aune
BDL
32
25
0
08 Mar 2023
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers
Pranav Jeevan
Nikhil Cherian Kurian
A. Sethi
MedIm
11
1
0
22 Feb 2023
An Experimental Study of Byzantine-Robust Aggregation Schemes in Federated Learning
Shenghui Li
Edith C. H. Ngai
Thiemo Voigt
FedML
AAML
14
51
0
14 Feb 2023
PhysFormer++: Facial Video-based Physiological Measurement with SlowFast Temporal Difference Transformer
Zitong Yu
Yuming Shen
Jingang Shi
Hengshuang Zhao
Yawen Cui
Jiehua Zhang
Philip H. S. Torr
Guoying Zhao
ViT
MedIm
29
80
0
07 Feb 2023
V1T: large-scale mouse V1 response prediction using a Vision Transformer
Bryan M. Li
I. M. Cornacchia
Nathalie L Rochefort
A. Onken
16
8
0
06 Feb 2023
POSTER++: A simpler and stronger facial expression recognition network
Jia-ju Mao
Rui Xu
Xuesong Yin
Yuan Chang
Binling Nie
Aibin Huang
CVBM
19
38
0
28 Jan 2023
A benchmark for toxic comment classification on Civil Comments dataset
Corentin Duchene
Henri Jamet
Pierre Guillaume
Reda Dehak
10
8
0
26 Jan 2023
Enhancing ResNet Image Classification Performance by using Parameterized Hypercomplex Multiplication
Nazmul Shahadat
Anthony Maida
17
5
0
11 Jan 2023
Rethinking Vision Transformers for MobileNet Size and Speed
Yanyu Li
Ju Hu
Yang Wen
Georgios Evangelidis
Kamyar Salahi
Yanzhi Wang
Sergey Tulyakov
Jian Ren
ViT
21
157
0
15 Dec 2022
Masked autoencoders are effective solution to transformer data-hungry
Jia-ju Mao
Honggu Zhou
Xuesong Yin
Binling Nie
MedIm
25
6
0
12 Dec 2022
Position Embedding Needs an Independent Layer Normalization
Runyi Yu
Zhennan Wang
Yinhuai Wang
Kehan Li
Yian Zhao
Jian Andrew Zhang
Guoli Song
Jie Chen
13
1
0
10 Dec 2022
From CNNs to Shift-Invariant Twin Models Based on Complex Wavelets
Hubert Leterme
K. Polisano
V. Perrier
Alahari Karteek
21
1
0
01 Dec 2022
Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification
Jijie Wu
Dongliang Chang
Aneeshan Sain
Xiaoxu Li
Zhanyu Ma
Jie Cao
Jun Guo
Yi-Zhe Song
19
35
0
30 Nov 2022
MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention
Wenyuan Zeng
Meng Li
Wenjie Xiong
Tong Tong
Wen-jie Lu
Jin Tan
Runsheng Wang
Ru Huang
22
20
0
25 Nov 2022
Spikeformer: A Novel Architecture for Training High-Performance Low-Latency Spiking Neural Network
Yudong Li
Yunlin Lei
Xu Yang
16
26
0
19 Nov 2022
MultiCrossViT: Multimodal Vision Transformer for Schizophrenia Prediction using Structural MRI and Functional Network Connectivity Data
Yuda Bi
A. Abrol
Z. Fu
Vince D. Calhoun
MedIm
8
3
0
12 Nov 2022
Token Transformer: Can class token help window-based transformer build better long-range interactions?
Jia-ju Mao
Yuan Chang
Xuesong Yin
19
0
0
11 Nov 2022
StyleNAT: Giving Each Head a New Perspective
Steven Walton
Ali Hassani
Xingqian Xu
Zhangyang Wang
Humphrey Shi
ViT
20
22
0
10 Nov 2022
SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transformers
Alessandro Arezzo
Stefano Berretti
ViT
14
15
0
04 Nov 2022
Boosting Binary Neural Networks via Dynamic Thresholds Learning
Jiehua Zhang
Xueyang Zhang
Z. Su
Zitong Yu
Yanghe Feng
Xin Lu
M. Pietikäinen
Li Liu
MQ
22
0
0
04 Nov 2022
PatchRot: A Self-Supervised Technique for Training Vision Transformers
S. Chhabra
Prabal Bijoy Dutta
Hemanth Venkateswara
Baoxin Li
SSL
ViT
8
2
0
27 Oct 2022
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data
Huy Hoang Nguyen
Matthew B. Blaschko
S. Saarakkala
A. Tiulpin
MedIm
AI4CE
48
15
0
25 Oct 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification
Junfei Xiao
Yutong Bai
Alan Yuille
Zongwei Zhou
MedIm
ViT
30
59
0
23 Oct 2022
Optimizing Vision Transformers for Medical Image Segmentation
Qianying Liu
Chaitanya Kaul
Jun Wang
Christos Anagnostopoulos
Roderick Murray-Smith
F. Deligianni
ViT
MedIm
6
18
0
14 Oct 2022
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers
Hyeong Kyu Choi
Joonmyung Choi
Hyunwoo J. Kim
ViT
21
35
0
14 Oct 2022
Transformer-Based Speech Synthesizer Attribution in an Open Set Scenario
Emily R. Bartusiak
Edward J. Delp
17
12
0
14 Oct 2022
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets
Zhiying Lu
Hongtao Xie
Chuanbin Liu
Yongdong Zhang
ViT
10
56
0
12 Oct 2022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
Donald Shenaj
Eros Fani
Marco Toldo
Debora Caldarola
A. Tavera
Umberto Michieli
Marco Ciccone
Pietro Zanuttigh
Barbara Caputo
FedML
21
39
0
05 Oct 2022
Towards Flexible Inductive Bias via Progressive Reparameterization Scheduling
Yunsung Lee
Gyuseong Lee
Kwang-seok Ryoo
Hyojun Go
Jihye Park
Seung Wook Kim
24
5
0
04 Oct 2022
Masked Spiking Transformer
Ziqing Wang
Yuetong Fang
Jiahang Cao
Qiang Zhang
Zhongrui Wang
Renjing Xu
20
38
0
03 Oct 2022
Attention Distillation: self-supervised vision transformer students need more guidance
Kai Wang
Fei Yang
Joost van de Weijer
ViT
17
16
0
03 Oct 2022
Dilated Neighborhood Attention Transformer
Ali Hassani
Humphrey Shi
ViT
MedIm
23
67
0
29 Sep 2022
Spikformer: When Spiking Neural Network Meets Transformer
Zhaokun Zhou
Yuesheng Zhu
Chao He
Yaowei Wang
Shuicheng Yan
Yonghong Tian
Liuliang Yuan
143
236
0
29 Sep 2022
Exploring the Relationship between Architecture and Adversarially Robust Generalization
Aishan Liu
Shiyu Tang
Siyuan Liang
Ruihao Gong
Boxi Wu
Xianglong Liu
Dacheng Tao
AAML
21
18
0
28 Sep 2022
CCTCOVID: COVID-19 Detection from Chest X-Ray Images Using Compact Convolutional Transformers
Abdolreza Marefat
Mahdieh Marefat
Javad Hassannataj Joloudari
M. Nematollahi
Reza Lashgari
ViT
MedIm
16
13
0
27 Sep 2022
SOCRATES: A Stereo Camera Trap for Monitoring of Biodiversity
T. Haucke
H. Kühl
Volker Steinhage
23
11
0
19 Sep 2022
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks
Hubert Leterme
K. Polisano
V. Perrier
Alahari Karteek
FAtt
38
2
0
19 Sep 2022
Bag of Tricks for FGSM Adversarial Training
Zichao Li
Li Liu
Zeyu Wang
Yuyin Zhou
Cihang Xie
AAML
14
6
0
06 Sep 2022
Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation
Michal K. Grzeszczyk
Szymon Płotka
Arkadiusz Sitek
MedIm
8
1
0
06 Sep 2022
Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images
Mingzhi Shi
Anagha Lokhande
Mojtaba Sedigh Fazli
Vishal Sharma
Yu Tian
...
Michael V. Boland
Nazlee Zebardast
D. Friedman
Lucy Q. Shen
Mengyu Wang
MedIm
15
1
0
02 Sep 2022
VMFormer: End-to-End Video Matting with Transformer
Jiacheng Li
Vidit Goel
Marianna Ohanyan
Shant Navasardyan
Yunchao Wei
Humphrey Shi
ViT
12
18
0
26 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis
Zhao-cheng Liu
Qiujie Lv
Ziduo Yang
Yifan Li
Chau Hung Lee
Leizhao Shen
MedIm
38
56
0
13 Aug 2022
Deep is a Luxury We Don't Have
Ahmed Taha
Yen Nhi Truong Vu
Brent Mombourquette
Thomas P. Matthews
Jason Su
Sadanand Singh
ViT
MedIm
16
2
0
11 Aug 2022
Surgical Skill Assessment via Video Semantic Aggregation
Zhenqiang Li
Lin Gu
Weimin Wang
Ryosuke Nakamura
Yoichi Sato
20
13
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04 Aug 2022
D3Former: Debiased Dual Distilled Transformer for Incremental Learning
Abdel-rahman Mohamed
Rushali Grandhe
KJ Joseph
Salman Khan
F. Khan
CLL
15
9
0
25 Jul 2022
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