Methods › Computer Vision › Light-weight neural networks › SqueezeNet

SqueezeNet

97 papers tagged archive 2025-07-28

Introduced by Forrest N. Iandola et al. in SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 97, 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.

• Detecting immune cells with label-free two-photon autofluorescence and deep learning
  17 Jun 2025 · 0 repositories · arXiv:2506.14449
• Deploying and Evaluating Multiple Deep Learning Models on Edge Devices for Diabetic Retinopathy Detection
  14 Jun 2025 · 0 repositories · arXiv:2506.14834
• SecONNds: Secure Outsourced Neural Network Inference on ImageNet
  13 Jun 2025 · 2 repositories · arXiv:2506.11586
• Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices
  6 May 2025 · 0 repositories · arXiv:2505.03303
• Deepfake Detection with Optimized Hybrid Model: EAR Biometric Descriptor via Improved RCNN
  16 Mar 2025 · 0 repositories · arXiv:2503.12381
• Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection
  8 Jan 2025 · 0 repositories · arXiv:2501.04196
• Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images
  26 Dec 2024 · 0 repositories · arXiv:2412.19362
• Improving the network traffic classification using the Packet Vision approach
  26 Dec 2024 · 0 repositories · arXiv:2412.19360
• RNC: Efficient RRAM-aware NAS and Compilation for DNNs on Resource-Constrained Edge Devices
  27 Sep 2024 · 1 repository · arXiv:2409.18841
• Evaluating Deep Learning Models for Breast Cancer Classification: A Comparative Study
  29 Aug 2024 · 2 repositories · arXiv:2408.16859
• Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention
  23 Aug 2024 · 0 repositories · arXiv:2408.13180
• Deep Network Pruning: A Comparative Study on CNNs in Face Recognition
  28 May 2024 · 0 repositories · arXiv:2405.18302
• BanglaNum -- A Public Dataset for Bengali Digit Recognition from Speech
  20 Mar 2024 · 0 repositories · arXiv:2403.13465
• Quantization Effects on Neural Networks Perception: How would quantization change the perceptual field of vision models?
  15 Mar 2024 · 1 repository · arXiv:2403.09939
• The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU)
  3 Nov 2023 · 0 repositories · arXiv:2311.02251
• Multi-Transfer Learning Techniques for Detecting Auditory Brainstem Response
  29 Aug 2023 · 0 repositories · arXiv:2308.16203
• SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More Via Filter Pruning
  20 Jul 2023 · 0 repositories · arXiv:2307.10697
• Modulation Classification Through Deep Learning Using Resolution Transformed Spectrograms
  6 Jun 2023 · 0 repositories · arXiv:2306.04655
• PSDNet: Determination of Particle Size Distributions Using Synthetic Soil Images and Convolutional Neural Networks
  7 Mar 2023 · 0 repositories · arXiv:2303.04269
• Use Cases for Time-Frequency Image Representations and Deep Learning Techniques for Improved Signal Classification
  22 Feb 2023 · 0 repositories · arXiv:2302.11093
• Optimization of FPGA-based CNN Accelerators Using Metaheuristics
  22 Sep 2022 · 0 repositories · arXiv:2209.11272
• Land Classification in Satellite Images by Injecting Traditional Features to CNN Models
  21 Jul 2022 · 0 repositories · arXiv:2207.10368
• Gator: Customizable Channel Pruning of Neural Networks with Gating
  30 May 2022 · 1 repository · arXiv:2205.15404
• Object Detection with Spiking Neural Networks on Automotive Event Data
  9 May 2022 · 1 repository · arXiv:2205.04339
  Syntology ran 1 of 1 samples · 0 unverified
• Detecting Violence in Video Based on Deep Features Fusion Technique
  15 Apr 2022 · 0 repositories · arXiv:2204.07443
• Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast Deployment
  10 Feb 2022 · 1 repository · arXiv:2202.05048
• Asian Giant Hornet Control based on Image Processing and Biological Dispersal
  26 Nov 2021 · 0 repositories · arXiv:2111.13562
• A methodology for training homomorphicencryption friendly neural networks
  5 Nov 2021 · 0 repositories · arXiv:2111.03362
• Object Disparity
  18 Aug 2021 · 0 repositories · arXiv:2108.07939
• Pre-trained Models for Sonar Images
  2 Aug 2021 · 1 repository · arXiv:2108.01111

Tasks archive 2025-07-28

20 shown of 93 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