Methods › Computer Vision › Light-weight neural networks › MobileViT
MobileViT
Introduced by Sachin Mehta et al. in MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
MobileViT is a vision transformer that is tuned to mobile phone
Papers archive 2025-07-28
22 shown of 22, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking 25 May 2025 · 0 repositories · arXiv:2505.19023
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A Semantic-Loss Function Modeling Framework With Task-Oriented Machine Learning Perspectives 12 Mar 2025 · 1 repository · arXiv:2503.09903
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Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image Classification 31 Oct 2024 · 1 repository · arXiv:2411.00209
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FilterViT and DropoutViT 30 Oct 2024 · 0 repositories · arXiv:2410.22709
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Comparison of Machine Learning Approaches for Classifying Spinodal Events 13 Oct 2024 · 0 repositories · arXiv:2410.09756
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EfficientCrackNet: A Lightweight Model for Crack Segmentation 26 Sep 2024 · 0 repositories · arXiv:2409.18099
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Advanced Vision Transformers and Open-Set Learning for Robust Mosquito Classification: A Novel Approach to Entomological Studies 12 Aug 2024 · 0 repositories · arXiv:2408.06457
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EEGMobile: Enhancing Speed and Accuracy in EEG-Based Gaze Prediction with Advanced Mobile Architectures 6 Aug 2024 · 1 repository · arXiv:2408.03449
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Efficient Visual Transformer by Learnable Token Merging 21 Jul 2024 · 1 repository · arXiv:2407.15219
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Advancing Solar Flare Prediction using Deep Learning with Active Region Patches 16 Jun 2024 · 0 repositories · arXiv:2406.11054
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Navigating Efficiency in MobileViT through Gaussian Process on Global Architecture Factors 7 Jun 2024 · 0 repositories · arXiv:2406.04820
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HSEmotion Team at the 6th ABAW Competition: Facial Expressions, Valence-Arousal and Emotion Intensity Prediction 18 Mar 2024 · 0 repositories · arXiv:2403.11590
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A Lightweight Feature Fusion Architecture For Resource-Constrained Crowd Counting 11 Jan 2024 · 0 repositories · arXiv:2401.05968
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Supervised domain adaptation for building extraction from off-nadir aerial images 7 Nov 2023 · 0 repositories · arXiv:2311.03867
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Mobile Vision Transformer-based Visual Object Tracking 11 Sep 2023 · 1 repository · arXiv:2309.05829
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LowDINO -- A Low Parameter Self Supervised Learning Model 28 May 2023 · 1 repository · arXiv:2305.17791
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Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines 21 Feb 2023 · 0 repositories · arXiv:2302.10406
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Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers 15 Aug 2022 · 0 repositories · arXiv:2208.06980
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EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications 21 Jun 2022 · 8 repositories · arXiv:2206.10589Syntology ran 1 of 10 samples · 9 unverified
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Separable Self-attention for Mobile Vision Transformers 6 Jun 2022 · 8 repositories · arXiv:2206.02680Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
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ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer 8 Mar 2022 · 3 repositories · arXiv:2203.03952Syntology ran 5 of 5 samples · 0 unverified · 5 pointer-only (licence)
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MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer 5 Oct 2021 · 31 repositories · arXiv:2110.02178Syntology ran 53 of 68 samples · 15 unverified · 18 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 38 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections