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2306.07303
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A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks
11 June 2023
Saidul Islam
Hanae Elmekki
Ahmed Elsebai
Jamal Bentahar
Najat Drawel
Gaith Rjoub
Witold Pedrycz
ViT
MedIm
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Papers citing
"A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks"
46 / 46 papers shown
Title
Natural Language Generation in Healthcare: A Review of Methods and Applications
Mengxian Lyu
Xiaohan Li
Ziyi Chen
Jinqian Pan
Cheng Peng
Sankalp Talankar
Yonghui Wu
LM&MA
44
0
0
07 May 2025
Transformer-Empowered Actor-Critic Reinforcement Learning for Sequence-Aware Service Function Chain Partitioning
Cyril Shih-Huan Hsu
Anestis Dalgkitsis
Chrysa Papagianni
Paola Grosso
19
0
0
26 Apr 2025
Towards Assessing Deep Learning Test Input Generators
Seif Mzoughi
Ahmed Hajyahmed
Mohamed Elshafei
Foutse Khomh anb Diego Elias Costa
D. Costa
AAML
37
0
0
03 Apr 2025
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning
Edwin Tay
Nazli Tümer
Amir A. Zadpoor
MedIm
52
0
0
27 Mar 2025
On the Limits of Applying Graph Transformers for Brain Connectome Classification
Jose Lara-Rangel
Clare Heinbaugh
53
0
0
20 Mar 2025
Deep Causal Behavioral Policy Learning: Applications to Healthcare
Jonas Knecht
Anna Zink
Jonathan Kolstad
Maya Petersen
CML
88
0
0
05 Mar 2025
Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer Interfaces
J. Wang
Weishan Ye
Jialin He
Li Zhang
G. Huang
Zhuliang Yu
Zhen Liang
80
0
0
26 Feb 2025
ChordFormer: A Conformer-Based Architecture for Large-Vocabulary Audio Chord Recognition
Muhammad Waseem Akram
Stefano Dettori
V. Colla
Giorgio Buttazzo
52
0
0
17 Feb 2025
A Hybrid Swarm Intelligence Approach for Optimizing Multimodal Large Language Models Deployment in Edge-Cloud-based Federated Learning Environments
Gaith Rjouba
Hanae Elmekki
Saidul Islam
Jamal Bentahar
Rachida Dssouli
38
0
0
04 Feb 2025
Automatic selection of the best neural architecture for time series forecasting via multi-objective optimization and Pareto optimality conditions
Qianying Cao
Shanqing Liu
Alan John Varghese
Jérome Darbon
M. Triantafyllou
George Karniadakis
AI4TS
166
0
0
21 Jan 2025
Advances in Transformers for Robotic Applications: A Review
Nikunj Sanghai
Nik Bear Brown
AI4CE
86
0
0
13 Dec 2024
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy
Alistair Plum
Tharindu Ranasinghe
Christoph Purschke
74
2
0
12 Dec 2024
One-Stage-TFS: Thai One-Stage Fingerspelling Dataset for Fingerspelling Recognition Frameworks
Siriwiwat Lata
Sirawan Phiphitphatphaisit
Emmanuel Okafor
Olarik Surinta
24
0
0
05 Nov 2024
Machine Learning Innovations in CPR: A Comprehensive Survey on Enhanced Resuscitation Techniques
Saidul Islam
Gaith Rjoub
Hanae Elmekki
Jamal Bentahar
Witold Pedrycz
R. Cohen
31
0
0
03 Nov 2024
Performance Evaluation of Tokenizers in Large Language Models for the Assamese Language
Sagar Tamang
Dibya Jyoti Bora
33
3
0
28 Sep 2024
Macformer: Transformer with Random Maclaurin Feature Attention
Yuhan Guo
Lizhong Ding
Ye Yuan
Guoren Wang
48
0
0
21 Aug 2024
Optimizing Vision Transformers with Data-Free Knowledge Transfer
Gousia Habib
Damandeep Singh
I. Malik
Brejesh Lall
35
1
0
12 Aug 2024
Classification, Regression and Segmentation directly from k-Space in Cardiac MRI
Ruochen Li
Jiazhen Pan
Youxiang Zhu
Juncheng Ni
Daniel Rueckert
29
2
0
29 Jul 2024
Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting
Jingjing Xu
Caesar Wu
Yuan-Fang Li
Grégoire Danoy
Pascal Bouvry
AI4TS
37
1
0
29 Jul 2024
Attention as an RNN
Leo Feng
Frederick Tung
Hossein Hajimirsadeghi
Mohamed Osama Ahmed
Yoshua Bengio
Greg Mori
GNN
AI4TS
53
8
0
22 May 2024
Your Transformer is Secretly Linear
Anton Razzhigaev
Matvey Mikhalchuk
Elizaveta Goncharova
Nikolai Gerasimenko
Ivan V. Oseledets
Denis Dimitrov
Andrey Kuznetsov
32
4
0
19 May 2024
PagPassGPT: Pattern Guided Password Guessing via Generative Pretrained Transformer
Xingyu Su
Xiaojie Zhu
Yang Li
Yong Li
Chi Chen
Paulo Esteves-Verissimo
28
3
0
07 Apr 2024
Enhancing IoT Intelligence: A Transformer-based Reinforcement Learning Methodology
Gaith Rjoub
Saidul Islam
Jamal Bentahar
M. Almaiah
Rana Alrawashdeh
OffRL
21
1
0
05 Apr 2024
FViT: A Focal Vision Transformer with Gabor Filter
Yulong Shi
Mingwei Sun
Yongshuai Wang
Rui Wang
55
4
0
17 Feb 2024
Model Compression and Efficient Inference for Large Language Models: A Survey
Wenxiao Wang
Wei Chen
Yicong Luo
Yongliu Long
Zhengkai Lin
Liye Zhang
Binbin Lin
Deng Cai
Xiaofei He
MQ
41
47
0
15 Feb 2024
The last Dance : Robust backdoor attack via diffusion models and bayesian approach
Orson Mengara
DiffM
37
4
0
05 Feb 2024
Adaptive Point Transformer
Alessandro Baiocchi
Indro Spinelli
Alessandro Nicolosi
Simone Scardapane
13
0
0
26 Jan 2024
A survey of multimodal deep generative models
Masahiro Suzuki
Y. Matsuo
SyDa
DRL
57
76
0
05 Jul 2022
OS-MSL: One Stage Multimodal Sequential Link Framework for Scene Segmentation and Classification
Ye Liu
Lingfeng Qiao
Di Yin
Zhuoxuan Jiang
Xinghua Jiang
Deqiang Jiang
Bo Ren
21
7
0
04 Jul 2022
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
313
11,953
0
04 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Junnan Li
Dongxu Li
Caiming Xiong
S. Hoi
MLLM
BDL
VLM
CLIP
392
4,137
0
28 Jan 2022
Transformers in Medical Imaging: A Survey
Fahad Shamshad
Salman Khan
Syed Waqas Zamir
Muhammad Haris Khan
Munawar Hayat
F. Khan
Huazhu Fu
ViT
LM&MA
MedIm
111
663
0
24 Jan 2022
TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks
Zohreh Hajiakhondi-Meybodi
Arash Mohammadi
E. Rahimian
Shahin Heidarian
J. Abouei
Konstantinos N. Plataniotis
19
16
0
01 Dec 2021
AffectGAN: Affect-Based Generative Art Driven by Semantics
Theodoros Galanos
Antonios Liapis
Georgios N. Yannakakis
GAN
25
12
0
30 Sep 2021
Survey: Transformer based Video-Language Pre-training
Ludan Ruan
Qin Jin
VLM
ViT
72
44
0
21 Sep 2021
Transformer-based Machine Learning for Fast SAT Solvers and Logic Synthesis
Feng Shi
Chonghan Lee
M. K. Bashar
N. Shukla
Song-Chun Zhu
N. Vijaykrishnan
NAI
LRM
31
12
0
15 Jul 2021
Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines
Shigang Li
Torsten Hoefler
GNN
AI4CE
LRM
77
131
0
14 Jul 2021
CMT: Convolutional Neural Networks Meet Vision Transformers
Jianyuan Guo
Kai Han
Han Wu
Yehui Tang
Chunjing Xu
Yunhe Wang
Chang Xu
ViT
351
633
0
13 Jul 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
Hassan Akbari
Liangzhe Yuan
Rui Qian
Wei-Hong Chuang
Shih-Fu Chang
Huayu Chen
Boqing Gong
ViT
248
577
0
22 Apr 2021
VideoGPT: Video Generation using VQ-VAE and Transformers
Wilson Yan
Yunzhi Zhang
Pieter Abbeel
A. Srinivas
ViT
VGen
245
484
0
20 Apr 2021
Transformer in Transformer
Kai Han
An Xiao
Enhua Wu
Jianyuan Guo
Chunjing Xu
Yunhe Wang
ViT
287
1,524
0
27 Feb 2021
Zero-Shot Text-to-Image Generation
Aditya A. Ramesh
Mikhail Pavlov
Gabriel Goh
Scott Gray
Chelsea Voss
Alec Radford
Mark Chen
Ilya Sutskever
VLM
255
4,781
0
24 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia
Yinfei Yang
Ye Xia
Yi-Ting Chen
Zarana Parekh
Hieu H. Pham
Quoc V. Le
Yun-hsuan Sung
Zhen Li
Tom Duerig
VLM
CLIP
301
3,708
0
11 Feb 2021
Transformers in Vision: A Survey
Salman Khan
Muzammal Naseer
Munawar Hayat
Syed Waqas Zamir
F. Khan
M. Shah
ViT
227
2,430
0
04 Jan 2021
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
Yiran Xing
Z. Shi
Zhao Meng
Gerhard Lakemeyer
Yunpu Ma
Roger Wattenhofer
VLM
69
40
0
02 Jan 2021
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation
Jing-jing Chen
Qi-rong Mao
Dong Liu
62
280
0
28 Jul 2020
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