Mobile-Former: Bridging MobileNet and Transformer
Chen, Yinpeng, Dai, Xiyang, Chen, Dongdong, Liu, Mengchen, Dong, Xiaoyi, Yuan, Lu, Liu, Zicheng·2022·2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Cited by (731)
Items 501–600 of 731
- MemATr: An Efficient and Lightweight Memory-augmented Transformer for Video Anomaly DetectionJingjing Chang, Peining Zhen, Xiaotao Yan, Yixin Yang, Ziyang Gao, Hai‐Bao Chen · 2025 · ACM Transactions on Embedded Computing Systems
- CVRSF-Net: Image Emotion Recognition by Combining Visual Relationship Features and Scene FeaturesYutong Luo, Xinyue Zhong, Jialan Xie, Guangyuan Liu · 2025 · IEEE Transactions on Emerging Topics in Computational Intelligence
- CNN-Transformer Feature Aggregation Networks for Underwater Acoustic Target RecognitionLiuyan Zhao, Ming Xu, Liuyan Zhao · 2024 · International Conference on Image Processing, Computer Vision and Machine Learning (ICICML)
- CMSAF-Net: integrative network design with enhanced decoder for precision segmentation of pear leaf diseasesJie Ding, Wenwen Xu, Xin Shu, Wenyu Wang, Shuxia Chen, Yunzhi Wu · 2025 · Plant Methods
- Research on SeaTreasure Target Detection Technology Based on Improved YOLOv7-TinyXiang Shi, Yunli Zhao, Jin-rong Guo, Yan Liu, Yongqi Zhang · 2025 · IEEE Access
- Iterative model pruning with sparsity learning for infrared rotary-wing UAV detectionHongkang Tao, Zan Yang, Jiansheng Liu, Jiansheng Liu, Xinyu Li, Liang Gao · 2025 · Expert Systems with Applications
- Anchor-Free Multiscale Dilated Attention for UAV-Based Foreign Object Detection along Railroad LinesNing Wang, Yubo Gao, Xiaokang Zhu, Weida Ren, Biao Zou, Teng Fang · 2025 · Journal of structural design and construction practice.
- A lightweight method based on multi-axis self-attention and convolutional embedding for digital-twin driven fault diagnosisDezhang Chen, Xinyu Li, Liang Gao, Yiping Gao, Yiqun Wang · 2025 · Digital Twin
- Visual Measurement of Grinding Surface Roughness Based on GE-MobileNetFengjuan Sun, Huaian Yi, Hao Wang · 2025 · Applied Sciences
- LightFormer: Vision Transformer for Lightweight Based on Cascade Depthwise Convolution and Mixed AttentionFalin Wang, Jian Ji, Yuan Wang, Zeye Xu, Qiguang Miao · 2025 · IEEE Transactions on Geoscience and Remote Sensing
- Visual and Spatial Context Fusion for Implicit Human ReconstructionZhifang Liu, Yadong Li, Xiang Huang, Haoqian Wang · 2023 · Proceedings - International Conference on Image Processing
- Depthwise Convolution with Channel Mixer: Rethinking MLP in MetaFormer for Faster and More Accurate Vehicle DetectionZhiwei Lü, Kang Li, Jianjun Huang · 2023 · Lecture notes in computer science
- Rethinking Query, Key, and Value Embedding in Vision Transformer under Tiny Model ConstraintsJaesin Ahn, Jiuk Hong, Jeongwoo Ju, Heechul Jung · 2021 · arXiv (Cornell University)
- Local Dimming for Video Based on an Improved Surrogate Model Assisted Evolutionary AlgorithmYahui Cao, Tao Zhang, Xin Wayne Zhao, Yuzheng Yan, Shuxin Cui · 2024 · IEEE Transactions on Emerging Topics in Computational Intelligence
- UneLRPt: A Light Network in Medical Image SegmentationNan Lin · 2023 · China Automation Congress (CAC)
- Towards Lightweight Transformer Architecture: an Analysis on Semantic SegmentationБогдан Іванюк-Скульський, Nadiya Shvai, Arcadi Llanza, Amir Nakib · 2024 · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)
- GRA-Net: Group response attention for deep learningZhenyuan Wang, Xuemei Xie, Xiaodan Song, Jianxiu Yang · 2024 · Neurocomputing
- Channel modulus normalization for CNN image classificationSijin Wang, Qiuyu Zhu · 2024 · Multimedia Systems
- SeaConvNeXt: A Lightweight Two-Branch Network Architecture for Efficient Prediction of Specific IHC Proteins and Antigens on Hematoxylin and Eosin (H&E) ImagesYuli Chen, Guoping Chen, Guoying Shi, Yao Zhou, Jiayang Bai, Germán Corredor, Cheng Youn Lu, Xiujuan Lei · 2024 · Big Data Mining and Analytics
- Reducing Computational Cost in MobileViT for Edge-Oriented Models Through Token MergingMitsuhiko Yasukura, Michifumi Yoshioka, Katsufumi Inoue · 2024 · Electronics
- MobileP2VT: Parallel Hybrid Structure makes Lightweight Network Stronger for Diabetic Retinopathy ClassificationHongXu Ji, Jie Wu, Heran Xi, Jinghua Zhu · 2024 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- LF-DETR: Lightweight Detection Network for Floating Surface Garbage Based on Adaptive Channel ShufflingShoukun Xu, Yan Gong, Gaochao Yang, Ning Li · 2024 · IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)
- Strawberry Maturity Detection Algorithm Based on Improved YOLOv9Rong Ye, Guoqi Shao, Hongrui Zhang, Tong Li, Quan Gao · 2024 · IEEE International Conference on Advances in Electrical Engineering and Computer Applications (AEECA)
- MSRFormer: Hybrid Scale Self-Attention and Local Fast Convolution Transformer for Facial Expression RecognitionZi-Qiang Shen, Yu-Yi Tang, Junfeng Yan, Yang Li, Guoying Zhao · 2025 · IEEE International Conference on Acoustics Speech and Signal Processing
- Ash Content Detection in Coal Slime Flotation Tailings Based on Vision MambaWenbo Zhu, Zhengquan Zhang, Zhengjun Zhu, Weijie Fu, Zhongbo Zhang, Xinghao Zhang, Tony Shay · 2025 · Lecture notes in electrical engineering
- PFCC-Net: A Polarized Fusion Cross-Correlation Network for efficient and high-quality embedding in few-shot classificationQixuan Zhang, Yun Wei · 2025 · Neurocomputing
- A New Benchmark and Baseline for Real-Time High-Resolution Image Inpainting on Edge DevicesMarcelo Sánchez, Gil Triginer, Coloma Ballester, Ignacio Sarasúa, Lara Raad · 2025 · IEEE Winter Conference on Applications of Computer Vision
- LCS4: Linear Complexity State-Space Transformers With Multiscale Overlapping Scans for Efficient Semantic SegmentationYueying Wang, Yuhao Qing, Zhijun Fang, Xudong Zhao · 2025 · IEEE Transactions on Instrumentation and Measurement
- Detecting Planting Holes Using Improved YOLO-PH Algorithm with UAV ImagesKaiyuan Long, S. Li, Jiangping Long, Hui Lin, Yang Yin · 2025 · Remote Sensing
- Segmentation of Green Roofs in High-Resolution Remote Sensing Images With GR-NetZhi Wang, Xiaoyan Cao, Yao Yao, Lian Feng, Huapeng Qin · 2025 · IEEE Transactions on Geoscience and Remote Sensing
- CNN-Transformer Hybrid Models for Object Detection: A Comprehensive ReviewLyuyang Gao · 2025 · Science and Technology of Engineering Chemistry and Environmental Protection
- Tackling the long-tailed challenge of greenhouse tomato cultivation cycles recognition: a sub-group guided, multi-expert lightweight frameworkRuochen Zhang, Jingxin Yu, Lin Han, Huankang Cui, Lichun Wang, Fan Xu, Xiaoming Wei · 2025 · Frontiers in Plant Science
- Enhanced MobileViT with Dilated and Deformable Attention and Context Broadcasting Module for Intangible Cultural Heritage Embroidery RecognitionHui Jin, Zhide Zhang, Ruchao Tong, Tao Song · 2025 · Symmetry
- A Sparse Attention Mechanism Based Redundancy-Aware Retrieval Framework for Power Grid Inspection ImagesWei Ping Yang, Zhenyu Chen, Xiaoguang Huang, Ming Li, Hailu Wang, Shi Liu · 2025 · Electronics
- Lightweight RT-DETR with Dynamic Optimization and Multi-Scale Attention for Real-Time Traffic Object DetectionHengwei Xu, Yuan Li, Zhaolei Li, Rui Zhang, Xiang Wu · 2025 · Conference on Fully Actuated System Theory and Applications (FASTA)
- A high-precision multimodal optoelectronic-graph biosensor for home monitoring of diabetes based on lateral flow immunoassayYiming Zhang, Ziyan Yin, Jie Cheng, Chunhui Ren, Jingshan Duan, Jinhong Guo, Jiuchuan Guo · 2025 · Measurement
- Effective Linear Vision Transformer Via Selective Sampling Softmax and Multi-Feature EnhancementXianchao Zhang, Senqi Guan, Yunlong Gao, Linlin Zong, Wenxin Liang, Xinyue Liu · 2025 · IEEE International Conference on Multimedia and Expo (ICME)
- AutoLTS: Lightweight Transformer-Based Simulation Model for Efficient Communication Using Hybrid Large Language ModelsDongyuan Wu, Liming Nie, Tewodros Gizaw Tohye, Junyi Tao · 2025 · IEEE Transactions on Cognitive Communications and Networking
- ULLN: unifying local–long range context network for vehicle re-identificationJiachen Tian, Xiyu Pang, Cheng Wang, Xiaoying Zhou, Wei Si, Tengda Ma, Tongxin Liu · 2025 · Journal of King Saud University - Computer and Information Sciences
- LEViT: Locally Enhanced Vision Transformer for Efficient Object Re-IdentificationShenqi Lai, Yuhui Wang, Mingyuan Fan, Junshi Huang, Haifeng Liu, Deng Cai, Xueming Qian, Yaxiong Wang · 2025 · IEEE Transactions on Multimedia
- Robust Sentiment and Semantic Analysis of Small and Medium-Sized News Headline Datasets: A Study on Sports, Science, and Agricultural DomainsZijun Liang, Pengyu Lai, Guanpeng Su, Rouying Wu, Su-Kit Tang, Dennis Wong · 2026 · IEEE Access
- Detecting Deepfakes Using Two‐Stream Framework Based on EfficientNet and Vision TransformerQiang Yang, Yijun Cai, Rong Yan, Guangbin Zhang · 2026 · Journal of Electrical and Computer Engineering
- Toward Real-Time UAV Tracking With Adaptive and Background-Aware Vision TransformersXiangyang Yang, Dan Zeng, Xucheng Wang, Hengzhou Ye, Xiaolan Xie, Qijun Zhao, JIHUA ZHU, Shuiwang Li · 2026 · IEEE Transactions on Circuits and Systems for Video Technology
- MCAM-Net: multi-scale convolutional attention for enhanced industrial surface defect detectionQianguang Zhang, Xiangjun Dong, Jianbin Xiong, Hongbin Zhu, Qi Wang, Jing Wang, Weikun Dai · 2026 · The Visual Computer
- Mani-NENet: Manifold Neuron Energy Network-Enhancing Dysplastic Cell Perception for Lung Adenocarcinoma Subtype RecognitionYusong Mao, Xiaoliang Xu, Jiayang Luo, Hao Cui, Furong Luo, Pan Huang, Peng Feng · 2026 · IEEE Transactions on Instrumentation and Measurement
- Jamming Recognition Methods Based on Spherical-Coordinate MappingHao Wu, Kai Xie, M M Wu · 2026 · IEEE Transactions on Instrumentation and Measurement
- Rep-MMB: Bridging Mobile CNN and Transformer for Sensor-Based Human Activity RecognitionJinsheng Liu, L Zhang, Xin Liu, Guangjie Chen, Zenan Fu, W R Huang, Hao Wu, Aiguo Song · 2026 · IEEE Internet of Things Journal
- Rethinking the Importance of High-Frequency Components in Transformers for Image RestorationShihao Zhou, Jinshan Pan, Duosheng Chen, Yaopeng Dong, Jufeng Yang · 2026 · IEEE Transactions on Image Processing
- Bridging the Deployment Gap: A Decision Oriented Survey of Efficient On-Device Foundation Models for VisionVincent Aduvuku, Geoffrey Andogah, Taban Habibu · 2026 · Journal of Future Artificial Intelligence and Technologies
- Beyond MACs: Hardware Efficient Architecture Design for Vision BackbonesMoritz Nottebaum, Matteo Dunnhofer, Christian Micheloni · 2026 · International Journal of Computer Vision
- AI-Driven Anomaly Detection for Industrial Control Systems: A Comparative StudyDowson Liu, Xiaonan Song, Xue Li · 2025 · IEEE International Conference on Control Science and Systems Engineering (ICCSSE)
- Intra-device color constancy calibration for multi-focal-length imagingD X Zhang, Shining Ma, Ningfang Liao, Tao Hu, Jiling Liu, Weitao Song · 2026 · Displays
- CCTSS: The Combination of CNN and Transformer with Shared Sublayer for Detection and ClassificationAorui Gou, Jingjing Liu, Xiaoxiang CHEN, Xiaoyang Zeng, Yibo Fan · 2023 · IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences
- LightSeg: Local Spatial Perception Convolution for Real-Time Semantic SegmentationXiaochun Lei, Jiaming Liang, Zhaoting Gong, Zetao Jiang · 2023 · Applied Sciences
- PersonalTM: Transformer Memory for Personalized RetrievalRuixue Lian, Sixing Lu, Clint Solomon Mathialagan, Gustavo Aguilar, Pragaash Ponnusamy, Jialong Han, Chengyuan Ma, Chenlei Guo · 2023 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
- Parameter-Efficient Vision Transformer with Linear AttentionYoupeng Zhao, Huadong Tang, Yingying Jiang, A Yong, Qiang Wu, Jun Wang · 2023 · Proceedings - International Conference on Image Processing
- A YOLOv3-based Framework for Weed Detection in Agricultural FieldsMingyu Tang, Shuo Xiang, Leiqi Wang · 2023 · International Conference on Intelligent Computing and Signal Processing (ICSP)
- SkaNet: Split Kernel Attention NetworkLipeng Chen, Daixi Jia, Hang Gao, Fengge Wu, Junsuo Zhao · 2023 · Lecture notes in computer science
- Cnnformer: Transformer-Based Semantic Information Enhancement Framework for Behavior RecognitionJindong Liu, Zidong Xiao, Yan Bai, Fei Xie, Wei Wu, Wenjuan Zhu, Hua He · 2023 · IEEE Access
- IDMUNet : An effective network for liver tumor segmentationWU Cai-hong, Changming Song, Dongxu Cheng, Siyv Ren, Zenghui Li, Kang Chen, Hao Li · 2023 · International Conference on Advances in Image Processing (ICAIP)
- CSFNet: a compact and efficient convolution-transformer hybrid vision modelJian Feng, Peng Wu, Renjie Xu, Xiaoming Zhang, Tao Wang, Xuan Li · 2024 · Multimedia Tools and Applications
- LDVNet: Lightweight and Detail-Aware Vision Network for Image Recognition Tasks in Resource-Constrained EnvironmentsYuchen Liu, Liang Hu, Ran Qiu, Shengrong Zhao · 2023 · IEEE International Conference on Parallel and Distributed Systems (ICPADS)
- Comparative analysis of transformer and GoogleNet models in image classification based on the CIFAR datasetXinran Xie, Qinwen Yan, Haoye Li, Sujie Yan, Zirong Jiang · 2024 · Applied and Computational Engineering
- Dual cross-enhancement network for highly accurate dichotomous image segmentationHongbo Bi, Yuyu Tong, Pan Zhang, Jiayuan Zhang, Jiayuan Zhang · 2024 · Computer Vision and Image Understanding
- SPGNet: A Serial-Parallel Gated Convolutional Network for Image Classification on Small DatasetsYun Song, Jinxuan Wang, Miaohui Wang · 2024 · International Joint Conference on Neural Networks (IJCNN)
- Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave GlitchesYi Li, Yunan Wu, Aggelos K. Katsaggelos · 2024 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
- Abnormal Clustering and Cross Slicing Transformer for Insect Fine-Grained Image ClassificationAokun Mei, Hua Huo · 2024 · International Conference on Algorithm, Image Processing and Machine Vision (AIPMV)
- IarCAC: Instance-Aware Representation for Coronary Artery Calcification Segmentation in Cardiac CT AngiographyWeili Jiang, Yiming Li, Yi Zhang, Jianyong Wang, Mao Chen · 2024 · Lecture notes in computer science
- Refining Attention Maps for Vision TransformerXuan-Thuy Vo, Duy-Linh Nguyen, Adri Priadana, Kang-Hyun Jo · 2024 · International Workshop on Intelligent Systems (IWIS)
- QueryCLR: a Query-based Contrastive Visual Representation Learning for Echocardiogram ClassificationZhen Li, Hao Wang, Yingxiu Chang, Weijing Qiu, Yongqiang Cheng · 2024 · International Conference on Automation and Computing (ICAC)
- Low-Energy On-Device Personalization for MCUsYushan Huang, Ranya Aloufi, Xavier F. Cadet, Yuchen Zhao, Payam Mamaani Barnaghi, Hamed Haddadi · 2024 · IEEE/ACM Symposium on Edge Computing (SEC)
- CHASE: Channel-Wise and Spatial Attention for Early Exiting in Image ClassificationYouva Addad, Alexis Lechervy, Frédéric Jurie · 2025 · IEEE International Conference on Acoustics Speech and Signal Processing
- LGCGNet: A local-global context guided network for real-time water surface semantic segmentationTing Liu, Peiqi Luo, Guofeng Wang, Yuxin Zhang, Xiangyi Lu, Mengyu Dong · 2025 · Applied Intelligence
- Computational Cost Reduction for MobileViT with Token MergingMitsuhiko Yasukura, Michifumi Yoshioka, Katsufumi Inoue · 2025 · Lecture notes in networks and systems
- Lightweight Look-ahead Multi-context Vision TransformerKeunho Byeon, Ji Hyoun Lim, Jaeung Lee, Chiwon Han, SungYun Bay, Gi-Ho Park, Jin Tae Kwak · 2025 · International Conference on Electronics, Information, and Communication (ICEIC)
- ETBench: Characterizing Hybrid Vision Transformer Workloads Across Edge DevicesYingkun Zhou, Zhengshuyuan Tian, Wenhao Yang, Tingting Zhang, Jinpeng Ye, Chenji Han, Tianyi Liu, Fuxin Zhang · 2025 · IEEE Transactions on Computers
- LB-UNet: Multi-Scale Fusion Lightweight Network with Boundary Enhancement for Water SegmentationNing Li, Libo Wang, Gaochao Yang, Baohua Yuan, Bo Li · 2024 · IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)
- LKSNeXt: An Efficient Medical Image Segmentation Network with Large Kernels and Lightweight StructureQingxue Zhao, Di Jia Wu, Ge Tang, Jun Tian · 2025 · IEEE International Conference on Acoustics Speech and Signal Processing
- Path Planning Based on Combination of Sampling and Learning-From-Demonstration for Static Obstacle Avoidance of Autonomous VehiclesYoungmin Yoon, Ara Jo · 2025 · IEEE Access
- A novel intelligent grade classification architecture for Patent Foramen Ovale by Contrast Transthoracic Echocardiography based on deep learningMengjie Gu, Yingying Liu, Yuanyuan Sheng, Mingchuan Zhang, Junqiang Yan, Lin Wang, Junlong Zhu · 2025 · Computerized Medical Imaging and Graphics
- Image rain removal network based on checkerboard transformer and CNN hybrid mechanismYutian Yang, Jianyu Lin, Xinyue Dai, Zhipei Zhang, Shuijin Zhang, Yingyu Chen, Guangxin Kong, Xin Li · 2025 · PLoS ONE
- 基于改进CNN-Transformer的非视域成像刘帅 LIU Shuai, 王明军 WANG Mingjun, 周熠铭 ZHOU Yiming · 2025 · Infrared and Laser Engineering
- Dual Branch Encoding Feature Aggregation for Cloud and Cloud Shadow Detection of Remote Sensing ImageNaikang Shi, Haifeng Lin, Huiwen Ji, Min Xia · 2025 · Applied Sciences
- Attentional Triple-Encoder Network in Spatiospectral Domains for Medical Image SegmentationKristin Qi, Xinhan Di · 2025 · IEEE Conference on Artificial Intelligence (CAI)
- Res2former: A multi-scale fusion based transformer feature extraction methodBojun Xie, Yanjie Wang, Shaocong Guo, Junfen Chen · 2025 · Journal of Visual Communication and Image Representation
- Dataformer: Differential Additive Transformer for Lightweight Semantic SegmentationMian Muhammad Naeem Abid, Nancy Mehta, Zongwei Wu, Radu Timofte · 2025 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
- Using CNN to improve the performance of the Light-weight ViTXiaopeng Li, Shuqin Li · 2022 · International Joint Conference on Neural Networks (IJCNN)
- Joint Convolutional and Self-Attention Network for Occluded Person Re-IdentificationChuxia Yang, Wanshu Fan, Dongsheng Zhou, Qiang Zhang · 2022 · International Conference on Mobility, Sensing and Networking (MSN)
- PiXelNet: A DL-Based method for Diagnosing Lung Cancer using the Histopathological imagesNimai Chand Das Adhikari, Bijon Guha, Arpana Alka, Utsav Das · 2022 · Asia Conference on Machine Learning and Computing (ACMLC)
- Cross-Attention Multi-Scale Spatial Temporal Transformer for Skeleton-based Action RecognitionZhehuang Lin, Yichang Gao, Dong Li · 2023 · Research Square
- NCANet: Integrating Normalized Channel Attention for Enhanced Lightweight Image ClassificationChentao Qian, Bailin Liu · 2024 · Research Square
- TGNet: Aggregating Geometric Features for 3D Point Cloud ProcessingYinghao Li, Renbo Xia, Jibin Zhao, Yueling Chen, Hangbo Zou · 2022 · International Conference on Virtual Reality
- Flexformer: Flexible Transformer for Efficient Visual RecognitionXinyi Fan, Huajun Liu · 2022 · SSRN Electronic Journal
- Facial expression recognition based on improved Mobile-formerZhang Xiang, Chunman Yan, Sun Miao-miao · 2022 · Research Square
- In-Memory Computing Architectures for Big Data and Machine Learning ApplicationsVáclav Snåšel, Tran Khanh Dang, Phuong N. H. Phạm, Josef Küng, Lingping Kong · 2022 · Communications in computer and information science
- Image Recognition Based on Enhanced-ConformerRunlin Gong, Ke Qi, Yicong Zhou, Wenbin Chen, Jingdong Zhang · 2022 · IEEE International Conference on Automation, Electronics and Electrical Engineering (AUTEEE)
- Aggregate Point Cloud Geometric Features for ProcessingYinghao Li, Renbo Xia, Jibin Zhao, Yueling Chen, Liming Tao, Hangbo Zou, Tao Zhang · 2023 · Computer Modeling in Engineering & Sciences
- Corneal Ulcer Automatic Classification Network Based on Improved Mobile ViTChenlin Zhu, Wenyan Wang, Kun Lu, Jun Zhang, Peng Chen, Lejun Pan, Jiawei Ni, Bing Wang · 2023 · Lecture notes in computer science
- SCFormer: Integrating hybrid Features in Vision TransformersHui Lu, Ronald W. Poppe, Albert Ali Salah · 2023 · IEEE International Conference on Multimedia and Expo (ICME)
- Mutually guided learning of global semantics and local representations for image restorationYuanshuo Cheng, Mingwen Shao, Yecong Wan · 2023 · Multimedia Tools and Applications