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
FilterViT and DropoutViT Bohang Sun 29 0 0 30 Oct 2024
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis Mahtab Ranjbar Mehdi Mohebbi Mahdi Cherakhloo Bijan Vosoughi. Vahdat MedIm 21 0 0 24 Oct 2024
PETAH: Parameter Efficient Task Adaptation for Hybrid Transformers in a resource-limited Context Maximilian Augustin Syed Shakib Sarwar Mostafa Elhoushi Sai Qian Zhang Yuecheng Li B. D. Salvo 25 0 0 23 Oct 2024
Improving Vision Transformers by Overlapping Heads in Multi-Head Self-Attention Tianxiao Zhang Bo Luo G. Wang ViT 21 1 0 18 Oct 2024
DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition Demetris Shianios Panayiotis Kolios Christos Kyrkou 28 3 0 17 Oct 2024
Self-DenseMobileNet: A Robust Framework for Lung Nodule Classification using Self-ONN and Stacking-based Meta-Classifier M. S. Rahman M. Chowdhury Hasib Ryan Rahman Mosabber Uddin Ahmed M. A. Kabir Sanjiban Sekhar Roy Rusab Sarmun 23 0 0 16 Oct 2024
big.LITTLE Vision Transformer for Efficient Visual Recognition He Guo Yulong Wang Zixuan Ye Jifeng Dai Yuwen Xiong ViT 52 0 0 14 Oct 2024
Comparison of Machine Learning Approaches for Classifying Spinodal Events Ashwini Malviya Sparsh Mittal 28 0 0 13 Oct 2024
xLSTM-FER: Enhancing Student Expression Recognition with Extended Vision Long Short-Term Memory Network Qionghao Huang Jili Chen 19 1 0 07 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun J. Liu H. Shen Xiaofeng Zhu Ping Hu VLM 45 4 0 07 Oct 2024
Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network Yangyang Qiu Guoan Xu Guangwei Gao Zhenhua Guo Yi Yu Chia-Wen Lin 30 0 0 03 Oct 2024
EfficientCrackNet: A Lightweight Model for Crack Segmentation Abid Hasan Zim Aquib Iqbal Zaid Al-Huda Asad U. Malik Minoru Kuribayash 21 1 0 26 Sep 2024
AIM 2024 Challenge on UHD Blind Photo Quality Assessment Vlad Hosu Marcos V. Conde Lorenzo Agnolucci Nabajeet Barman Saman Zadtootaghaj Radu Timofte 40 8 0 24 Sep 2024
UniLCD: Unified Local-Cloud Decision-Making via Reinforcement Learning Kathakoli Sengupta Zhongkai Shagguan Sandesh Bharadwaj Sanjay Arora Eshed Ohn-Bar Renato Mancuso 53 0 0 17 Sep 2024
DiffFAS: Face Anti-Spoofing via Generative Diffusion Models Xinxu Ge Xin Liu Zitong Yu Jingang Shi Chun Qi Jie Li H. Kalviainen AAML DiffM 42 4 0 13 Sep 2024
MpoxMamba: A Grouped Mamba-based Lightweight Hybrid Network for Mpox Detection Yubiao Yue Jun Xue Haihuang Liang Zhenzhang Li Yufeng Wang Mamba 33 0 0 06 Sep 2024
LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones Moritz Nottebaum Matteo Dunnhofer C. Micheloni ViT 31 1 0 05 Sep 2024
Think Twice Before Recognizing: Large Multimodal Models for General Fine-grained Traffic Sign Recognition Yaozong Gan Guang Li Ren Togo Keisuke Maeda Takahiro Ogawa Miki Haseyama 44 0 0 03 Sep 2024
MobileIQA: Exploiting Mobile-level Diverse Opinion Network For No-Reference Image Quality Assessment Using Knowledge Distillation Zewen Chen Sunhan Xu Yun Zeng Haochen Guo Jian Guo ... Juan Wang Bing Li Weiming Hu Dehua Liu H. Li 42 1 0 02 Sep 2024
CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloads Ioannis Panopoulos Stylianos I. Venieris I. Venieris 29 2 0 02 Sep 2024
LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment Model Nasim Jamshidi Avanaki Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj VLM 40 1 0 30 Aug 2024
SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search Hung-Yueh Chiang Diana Marculescu 29 0 0 27 Aug 2024
3D-RCNet: Learning from Transformer to Build a 3D Relational ConvNet for Hyperspectral Image Classification Haizhao Jing Liuwei Wan Xizhe Xue Haokui Zhang Ying Li ViT 17 0 0 25 Aug 2024
Advanced Vision Transformers and Open-Set Learning for Robust Mosquito Classification: A Novel Approach to Entomological Studies Ahmed Akib Jawad Karim Muhammad Zawad Mahmud Riasat Khan 16 0 0 12 Aug 2024
PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural Networks Yamin Sepehri P. Pad Pascal Frossard L. A. Dunbar 41 0 0 09 Aug 2024
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications Tianfang Zhang Lei Li Yang Zhou Wentao Liu Chen Qian Xiangyang Ji ViT 28 11 0 07 Aug 2024
AVESFormer: Efficient Transformer Design for Real-Time Audio-Visual Segmentation Zili Wang Qi Yang Linsu Shi Jiazhong Yu M. Tanveer Fei Li Shiming Xiang VOS 24 1 0 03 Aug 2024
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention João D. Nunes D. Montezuma Domingos Oliveira Tania Pereira Jaime S. Cardoso 49 1 0 26 Jul 2024
How Lightweight Can A Vision Transformer Be Jen Hong Tan ViT MoE 57 0 0 25 Jul 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 30 3 0 24 Jul 2024
Mamba meets crack segmentation Zhili He Yuhao Wang Mamba 42 3 0 22 Jul 2024
Efficient Visual Transformer by Learnable Token Merging Yancheng Wang Yingzhen Yang ViT 36 1 0 21 Jul 2024
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement Eashan Adhikarla Kai Zhang Rosaura G. VidalMata Manjushree B. Aithal Nikhil Ambha Madhusudhana John Nicholson Lichao Sun Brian D. Davison 30 2 0 18 Jul 2024
AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer Zhuguanyu Wu Jiaxin Chen Hanwen Zhong Di Huang Yun Wang MQ 38 9 0 17 Jul 2024
Improving Unsupervised Video Object Segmentation via Fake Flow Generation Suhwan Cho Minhyeok Lee Jungho Lee Donghyeong Kim Seunghoon Lee Sungmin Woo Sangyoun Lee VOS 29 0 0 16 Jul 2024
Lite-SAM Is Actually What You Need for Segment Everything Jianhai Fu Yuanjie Yu Ningchuan Li Yi Zhang Qichao Chen Jianping Xiong Jun Yin Zhiyu Xiang VLM 36 4 0 12 Jul 2024
Exploiting Scale-Variant Attention for Segmenting Small Medical Objects Wei Dai Rui Liu Zixuan Wu Tianyi Wu Min Wang Junxian Zhou Yixuan Yuan Jun Liu 24 4 0 10 Jul 2024
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices Vanessa Borst Timo Dittus Konstantin Müller Samuel Kounev 32 2 0 10 Jul 2024
HDKD: Hybrid Data-Efficient Knowledge Distillation Network for Medical Image Classification Omar S. El-Assiouti Ghada Hamed Dina Khattab H. M. Ebied 35 1 0 10 Jul 2024
iiANET: Inception Inspired Attention Hybrid Network for efficient Long-Range Dependency Haruna Yunusa Qin Shiyin Abdulrahman Hamman Adama Chukkol Isah Bello A. Lawan Isah Bello 39 4 0 10 Jul 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab M. Maruf Arka Daw Harish Babu Manogaran Abhilash Neog ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 33 4 0 10 Jul 2024
CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion Hosam S. El-Assiouti Hadeer El-Saadawy M. Al-Berry M. Tolba ViT 52 0 0 09 Jul 2024
SCSA: Exploring the Synergistic Effects Between Spatial and Channel Attention Yunzhong Si Huiying Xu Xinzhong Zhu Wenhao Zhang Yao Dong Yuxing Chen Hongbo Li 45 19 0 06 Jul 2024
reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis Kai Norman Clasen L. Hackel Tom Burgert Gencer Sumbul Begum Demir Volker Markl 60 11 0 04 Jul 2024
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding Tao Zhang Xiangtai Li Hao Fei Haobo Yuan Shengqiong Wu Shunping Ji Chen Change Loy Shuicheng Yan LRM MLLM VLM 47 48 0 27 Jun 2024
Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model Haobo Yuan Xiangtai Li Lu Qi Tao Zhang Ming Yang Shuicheng Yan Chen Change Loy VLM 32 10 0 27 Jun 2024
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation Xuming Zhang Naoto Yokoya Xingfa Gu Qingjiu Tian Lorenzo Bruzzone 37 1 0 25 Jun 2024
RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization Mingshu Zhao Yi Luo Yong Ouyang 32 2 0 23 Jun 2024
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection Lilian Hollard Lucas Mohimont N. Gaveau L. Steffenel ObjD 39 3 0 20 Jun 2024
Advancing Solar Flare Prediction using Deep Learning with Active Region Patches Chetraj Pandey Temitope Adeyeha Jinsu Hong R. Angryk Berkay Aydin 21 2 0 16 Jun 2024