MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer

5 October 2021

Papers citing "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"

50 / 419 papers shown

Title
NBMOD: Find It and Grasp It in Noisy Background Boyuan Cao Xinyu Zhou Congmin Guo Baohua Zhang Yuchen Liu Qianqiu Tan 29 4 0 17 Jun 2023
FedMultimodal: A Benchmark For Multimodal Federated Learning Tiantian Feng Digbalay Bose Tuo Zhang Rajat Hebbar Anil Ramakrishna Rahul Gupta Mi Zhang Salman Avestimehr Shrikanth Narayanan 32 48 0 15 Jun 2023
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer Haoran You Huihong Shi Yipin Guo Yingyan Lin Lin 26 16 0 10 Jun 2023
Lightweight Monocular Depth Estimation via Token-Sharing Transformer Dong-Jae Lee Jae Young Lee Hyounguk Shon Eojindl Yi Yeong-Hun Park Sung-Jin Cho Junmo Kim ViT MDE 6 4 0 09 Jun 2023
Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception Drew Linsley Pinyuan Feng Thibaut Boissin A. Ashok Thomas Fel Stephanie Olaiya Thomas Serre AAML 20 6 0 05 Jun 2023
Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers Chenyang Lu Daan de Geus Gijs Dubbelman ViT 20 20 0 03 Jun 2023
Overcoming the Stability Gap in Continual Learning Md Yousuf Harun Christopher Kanan AI4CE 30 11 0 02 Jun 2023
LiT-4-RSVQA: Lightweight Transformer-based Visual Question Answering in Remote Sensing L. Hackel Kai Norman Clasen Mahdyar Ravanbakhsh Begum Demir Technische Universitat Berlin 14 10 0 01 Jun 2023
Lightweight Vision Transformer with Bidirectional Interaction Qihang Fan Huaibo Huang Xiaoqiang Zhou Ran He ViT 37 28 0 01 Jun 2023
CVSNet: A Computer Implementation for Central Visual System of The Brain Ruimin Gao Hao-Li Zou Zhekai Duan 29 3 0 31 May 2023
Vision Transformers for Mobile Applications: A Short Survey Nahid Alam Steven Kolawole S. Sethi Nishant Bansali Karina Nguyen ViT 18 3 0 30 May 2023
LowDINO -- A Low Parameter Self Supervised Learning Model Sai Krishna Prathapaneni Shvejan Shashank K. SrikarReddy 30 0 0 28 May 2023
UMat: Uncertainty-Aware Single Image High Resolution Material Capture Carlos Rodriguez-Pardo Henar Dominguez-Elvira David Pascual-Hernández Elena Garces 17 15 0 25 May 2023
PQA: Exploring the Potential of Product Quantization in DNN Hardware Acceleration Ahmed F. AbouElhamayed Angela Cui Javier Fernandez-Marques Nicholas D. Lane Mohamed S. Abdelfattah MQ 23 4 0 25 May 2023
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers Junrui Xiao Zhikai Li Lianwei Yang Qingyi Gu MQ ViT 30 2 0 24 May 2023
Efficient Large-Scale Visual Representation Learning And Evaluation Eden Dolev A. Awad Denisa Roberts Zahra Ebrahimzadeh Marcin Mejran Vaibhav Malpani Mahir Yavuz 35 0 0 22 May 2023
PDP: Parameter-free Differentiable Pruning is All You Need Minsik Cho Saurabh N. Adya Devang Naik VLM 15 10 0 18 May 2023
Content-based Unrestricted Adversarial Attack Zhaoyu Chen Bo-wen Li Shuang Wu Kaixun Jiang Shouhong Ding Wenqiang Zhang DiffM 29 61 0 18 May 2023
Two-Stream Regression Network for Dental Implant Position Prediction Xinquan Yang Xuguang Li Xuechen Li Wenting Chen Linlin Shen X. Li Yongqiang Deng 18 6 0 17 May 2023
Lightweight Delivery Detection on Doorbell Cameras Pirazh Khorramshahi Zhe Wu Tianchen Wang Luke Deluccia Hongcheng Wang 6 0 0 13 May 2023
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention Xinyu Liu Houwen Peng Ningxin Zheng Yuqing Yang Han Hu Yixuan Yuan ViT 25 275 0 11 May 2023
Patch-wise Mixed-Precision Quantization of Vision Transformer Junrui Xiao Zhikai Li Lianwei Yang Qingyi Gu MQ 27 12 0 11 May 2023
Contrastive Learning for Sleep Staging based on Inter Subject Correlation Tongxu Zhang Bei Wang 24 0 0 05 May 2023
FR-Net:A Light-weight FFT Residual Net For Gaze Estimation Tao Xu Borimandafu Wu Ruilong Fan Yun Zhou Di Huang 19 2 0 04 May 2023
A Vision Transformer Approach for Efficient Near-Field Irregular SAR Super-Resolution Rulin Shao Jinfeng Yi Pin-Yu Chen Cho-Jui Hsieh 14 12 0 03 May 2023
DPSeq: A Novel and Efficient Digital Pathology Classifier for Predicting Cancer Biomarkers using Sequencer Architecture M. Cen Xingyu Li Bangwei Guo J. Jonnagaddala Hong Zhang Xuesong Xu MedIm 22 0 0 03 May 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 41 91 0 20 Apr 2023
Omni Aggregation Networks for Lightweight Image Super-Resolution Hang Wang Xuanhong Chen Bingbing Ni Yutian Liu Jinfan Liu SupR 22 77 0 20 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 39 132 0 19 Apr 2023
UniCal: a Single-Branch Transformer-Based Model for Camera-to-LiDAR Calibration and Validation Mathieu Cocheteux A. Low Marius Bruehlmeier 6 4 0 19 Apr 2023
Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention and Residual Connection in Kernel Space Seokju Yun Youngmin Ro ViT 24 2 0 13 Apr 2023
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices Shiyu Tang Ting Sun Juncai Peng Guowei Chen Yuying Hao Manhui Lin Z. Xiao Jiangbin You Yi Liu ViT 19 14 0 11 Apr 2023
PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive Shift Gaojie Wu Weishi Zheng Yutong Lu Q. Tian ViT 42 15 0 07 Apr 2023
Ethylene Leak Detection Based on Infrared Imaging: A Benchmark Xuanchao Ma Yuchen Liu 16 0 0 04 Apr 2023
Astroformer: More Data Might not be all you need for Classification Rishit Dagli 28 7 0 03 Apr 2023
Rethinking Local Perception in Lightweight Vision Transformer Qi Fan Huaibo Huang Jiyang Guan Ran He ViT 18 30 0 31 Mar 2023
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer Xuanyao Chen Zhijian Liu Haotian Tang Li Yi Hang Zhao Song Han ViT 21 46 0 30 Mar 2023
MobileInst: Video Instance Segmentation on the Mobile Renhong Zhang Tianheng Cheng Shusheng Yang Hao Jiang Shuai Zhang ... Xin Li Xiaowen Ying Dashan Gao Wenyu Liu Xinggang Wang 31 7 0 30 Mar 2023
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming Yang F. Khan ViT 45 84 0 27 Mar 2023
Data Augmentation for Environmental Sound Classification Using Diffusion Probabilistic Model with Top-k Selection Discriminator Yunhao Chen Yunjie Zhu Zihui Yan Jian Shen Zhen Ren Yifan Huang DiffM 37 8 0 27 Mar 2023
Detecting Backdoors During the Inference Stage Based on Corruption Robustness Consistency Xiaogeng Liu Minghui Li Haoyu Wang Shengshan Hu Dengpan Ye Hai Jin Libing Wu Chaowei Xiao AAML 19 37 0 27 Mar 2023
Towards Accurate Post-Training Quantization for Vision Transformer Yifu Ding Haotong Qin Qing-Yu Yan Z. Chai Junjie Liu Xiaolin K. Wei Xianglong Liu MQ 54 68 0 25 Mar 2023
Q-HyViT: Post-Training Quantization of Hybrid Vision Transformers with Bridge Block Reconstruction for IoT Systems Jemin Lee Yongin Kwon Sihyeong Park Misun Yu Jeman Park Hwanjun Song ViT MQ 14 5 0 22 Mar 2023
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Jintao Guo Na Wang Lei Qi Yinghuan Shi 27 33 0 21 Mar 2023
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency Vithursan Thangarasa Shreyas Saxena Abhay Gupta Sean Lie 25 3 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 22 11 0 17 Mar 2023
Unsupervised Self-Driving Attention Prediction via Uncertainty Mining and Knowledge Embedding Pengfei Zhu Mengshi Qi Xia Li Weijian Li Huadong Ma 15 6 0 17 Mar 2023
Deep Learning for Iris Recognition: A Review Yi Yin Si-Liang He Renye Zhang Hongli Chang Xu Han Jinghua Zhang PILM 27 9 0 15 Mar 2023
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices Lotfi Abdelkrim Mecharbat Hadjer Benmeziane Hamza Ouarnoughi Smail Niar ViT 27 4 0 08 Mar 2023
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks Jierun Chen Shiu-hong Kao Hao He Weipeng Zhuo Song Wen Chul-Ho Lee Shueng-Han Gary Chan OOD 32 776 0 07 Mar 2023