A Survey of Transformers

8 June 2021

Tianyang Lin

Yuxin Wang

Xiangyang Liu

Xipeng Qiu

ViT

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Papers citing "A Survey of Transformers"

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Title
ChatGPT is not all you need. A State of the Art Review of large Generative AI models Roberto Gozalo-Brizuela E.C. Garrido-Merchán 27 261 0 11 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 41 161 0 09 Jan 2023
Infomaxformer: Maximum Entropy Transformer for Long Time-Series Forecasting Problem Peiwang Tang Xianchao Zhang AI4TS 28 3 0 04 Jan 2023
Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification Dania Refai Saleh Abu-Soud Mohammad J. Abdel-Rahman 40 12 0 28 Dec 2022
Efficient Long Sequence Modeling via State Space Augmented Transformer Simiao Zuo Xiaodong Liu Jian Jiao Denis Xavier Charles Eren Manavoglu Tuo Zhao Jianfeng Gao 125 36 0 15 Dec 2022
TeTIm-Eval: a novel curated evaluation data set for comparing text-to-image models Federico A. Galatolo M. G. Cimino E. Cogotti 24 4 0 15 Dec 2022
Mitigating Negative Style Transfer in Hybrid Dialogue System Shimin Li Qinyuan Cheng Linyang Li Xipeng Qiu 33 1 0 14 Dec 2022
a survey on GPT-3 M. Zong Bhaskar Krishnamachari 33 34 0 01 Dec 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 35 6 0 27 Nov 2022
Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation Yiyue Hu Lei Zhang Nan Mu Leijun Liu ViT MedIm 22 1 0 17 Nov 2022
A Comprehensive Survey of Transformers for Computer Vision Sonain Jamil Md. Jalil Piran Oh-Jin Kwon ViT 30 46 0 11 Nov 2022
Revisiting Softmax for Uncertainty Approximation in Text Classification Andreas Nugaard Holm Dustin Wright Isabelle Augenstein BDL UQCV 18 8 0 25 Oct 2022
Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts Xiangyang Liu Tianxiang Sun Xuanjing Huang Xipeng Qiu VLM 36 27 0 20 Oct 2022
Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation Botao Yu Peiling Lu Rui Wang Wei Hu Xu Tan Wei Ye Shikun Zhang Tao Qin Tie-Yan Liu MGen 25 55 0 19 Oct 2022
CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling Jinchao Zhang Shuyang Jiang Jiangtao Feng Lin Zheng Lingpeng Kong 3DV 43 9 0 14 Oct 2022
Designing Robust Transformers using Robust Kernel Density Estimation Xing Han Tongzheng Ren T. Nguyen Khai Nguyen Joydeep Ghosh Nhat Ho 23 6 0 11 Oct 2022
Block Format Error Bounds and Optimal Block Size Selection I. Soloveychik I. Lyubomirsky Xin Wang S. Bhoja MQ 29 4 0 11 Oct 2022
LARF: Two-level Attention-based Random Forests with a Mixture of Contamination Models A. Konstantinov Lev V. Utkin 38 0 0 11 Oct 2022
Multi-step Planning for Automated Hyperparameter Optimization with OptFormer Lucio Dery A. Friesen Nando de Freitas MarcÁurelio Ranzato Yutian Chen 41 0 0 10 Oct 2022
A Transformer-based deep neural network model for SSVEP classification Jianbo Chen Yangsong Zhang Yudong Pan Peng Xu Cuntai Guan 22 50 0 09 Oct 2022
VIMA: General Robot Manipulation with Multimodal Prompts Yunfan Jiang Agrim Gupta Zichen Zhang Guanzhi Wang Yongqiang Dou Yanjun Chen Li Fei-Fei Anima Anandkumar Yuke Zhu Linxi Fan LM&Ro 28 335 0 06 Oct 2022
Improved Anomaly Detection by Using the Attention-Based Isolation Forest Lev V. Utkin A. Ageev A. Konstantinov 41 6 0 05 Oct 2022
ChemAlgebra: Algebraic Reasoning on Chemical Reactions Andrea Valenti D. Bacciu Antonio Vergari OOD LRM 35 0 0 05 Oct 2022
TgDLF2.0: Theory-guided deep-learning for electrical load forecasting via Transformer and transfer learning Jiaxin Gao Wenbo Hu Dongxiao Zhang Yuntian Chen AI4TS AI4CE 39 2 0 05 Oct 2022
DELTAR: Depth Estimation from a Light-weight ToF Sensor and RGB Image Yijin Li Xinyang Liu Wenqian Dong Han Zhou Hujun Bao Guofeng Zhang Yinda Zhang Zhaopeng Cui 40 26 0 27 Sep 2022
Toward Smart Doors: A Position Paper Luigi Capogrosso Geri Skenderi Federico Girella Franco Fummi Marco Cristani 24 4 0 23 Sep 2022
Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation Xuesu Xiao Tingnan Zhang K. Choromanski Edward J. Lee Anthony G. Francis ... Leila Takayama Roy Frostig Jie Tan Carolina Parada Vikas Sindhwani 75 54 0 22 Sep 2022
NIERT: Accurate Numerical Interpolation through Unifying Scattered Data Representations using Transformer Encoder Shi-qi Ding Boyang Xia Milong Ren Dongbo Bu 20 2 0 19 Sep 2022
Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention Jingwei Zhao Gus Xia Ye Wang 40 18 0 15 Sep 2022
Vision Transformers for Action Recognition: A Survey Anwaar Ulhaq Naveed Akhtar Ganna Pogrebna Ajmal Saeed Mian ViT 19 44 0 13 Sep 2022
Deep Sparse Conformer for Speech Recognition Xianchao Wu 20 2 0 01 Sep 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao F. Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 34 32 0 08 Aug 2022
Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models Vilém Zouhar Marius Mosbach Dietrich Klakow 29 1 0 04 Aug 2022
Unified Normalization for Accelerating and Stabilizing Transformers Qiming Yang Kai Zhang Chaoxiang Lan Zhi Yang Zheyang Li Wenming Tan Jun Xiao Shiliang Pu 15 8 0 02 Aug 2022
AutoTransition: Learning to Recommend Video Transition Effects Yaojie Shen Libo Zhang Kai Xu Xiaojie Jin VGen 22 13 0 27 Jul 2022
Do Artificial Intelligence Systems Understand? Eduardo C. Garrido-Merchán Carlos Blanco 14 6 0 22 Jul 2022
Formal Algorithms for Transformers Mary Phuong Marcus Hutter 19 70 0 19 Jul 2022
AGBoost: Attention-based Modification of Gradient Boosting Machine A. Konstantinov Lev V. Utkin Stanislav R. Kirpichenko ODL 13 7 0 12 Jul 2022
Attention and Self-Attention in Random Forests Lev V. Utkin A. Konstantinov 40 3 0 09 Jul 2022
Deriving Surface Resistivity from Polarimetric SAR Data Using Dual-Input UNet Bibin Wilson Rajiv Kumar Narayanarao Bhogapurapu Anand P. Singh A. Sethi 15 0 0 05 Jul 2022
Linguistically inspired roadmap for building biologically reliable protein language models Mai Ha Vu Rahmad Akbar Philippe A. Robert B. Swiatczak Victor Greiff G. K. Sandve Dag Trygve Tryslew Haug 44 35 0 03 Jul 2022
Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets Anna Nguyen Antonio Longa Massimiliano Luca Joe Kaul Gabriel Lopez 41 12 0 02 Jul 2022
All you need is feedback: Communication with block attention feedback codes Emre Ozfatura Yulin Shao A. Perotti B. Popović Deniz Gunduz 22 25 0 19 Jun 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 69 527 0 13 Jun 2022
A High-Performance Customer Churn Prediction System based on Self-Attention Haotian Wu 16 6 0 03 Jun 2022
BayesFormer: Transformer with Uncertainty Estimation Karthik Abinav Sankararaman Sinong Wang Han Fang UQCV BDL 24 10 0 02 Jun 2022
Transformer with Fourier Integral Attentions T. Nguyen Minh Pham Tam Nguyen Khai Nguyen Stanley J. Osher Nhat Ho 22 4 0 01 Jun 2022
HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images Y. Mo Chu Han Yu Liu Min Liu Zhenwei Shi ... Zeyan Xu Xiaomei Huang Zaiyi Liu Ying Wang C. Liang ViT MedIm 35 50 0 17 May 2022
Transformers in Time-series Analysis: A Tutorial Sabeen Ahmed Ian E. Nielsen Aakash Tripathi Shamoon Siddiqui Ghulam Rasool R. Ramachandran AI4TS 36 142 0 28 Apr 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection Zhen Li Bing Xu Conghui Zhu T. Zhao 38 71 0 12 Apr 2022