Methods › Computer Vision › Convolutional Neural Networks › LeNet

LeNet

introduced 1998 45 papers tagged archive 2025-07-28

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

Papers archive 2025-07-28

30 shown of 45, 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.

• Improving Classification Neural Networks by using Absolute activation function (MNIST/LeNET-5 example)
  23 Apr 2023 · 1 repository · arXiv:2304.11758
• Convolutional neural networks for Alzheimer’s disease detection on MRI images
  29 Apr 2021 · 1 repository
• Hyperparameter Ensembles for Robustness and Uncertainty Quantification
  24 Jun 2020 · 3 repositories · arXiv:2006.13570
  Syntology ran 2 of 4 samples · 2 unverified
• MNIST-MIX: A Multi-language Handwritten Digit Recognition Dataset
  8 Apr 2020 · 2 repositories · arXiv:2004.03848
• LCP: A Low-Communication Parallelization Method for Fast Neural Network Inference in Image Recognition
  13 Mar 2020 · 0 repositories · arXiv:2003.06464
• Can we have it all? On the Trade-off between Spatial and Adversarial Robustness of Neural Networks
  26 Feb 2020 · 1 repository · arXiv:2002.11318
  Syntology ran 3 of 4 samples · 1 unverified
• Identifying Critical Neurons in ANN Architectures using Mixed Integer Programming
  17 Feb 2020 · 1 repository · arXiv:2002.07259
• Non-linear Neurons with Human-like Apical Dendrite Activations
  2 Feb 2020 · 1 repository · arXiv:2003.03229
• Analytical Moment Regularizer for Training Robust Networks
  1 Jan 2020 · 0 repositories
• Learn-able parameter guided Activation Functions
  23 Dec 2019 · 0 repositories · arXiv:1912.10752
• AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters
  1 Dec 2019 · 1 repository
• FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10
  18 Nov 2019 · 0 repositories · arXiv:1911.08905
• Coverage Testing of Deep Learning Models using Dataset Characterization
  17 Nov 2019 · 0 repositories · arXiv:1911.07309
• 2L-3W: 2-Level 3-Way Hardware-Software Co-Verification for the Mapping of Deep Learning Architecture (DLA) onto FPGA Boards
  14 Nov 2019 · 0 repositories · arXiv:1911.05944
• Variational Student: Learning Compact and Sparser Networks in Knowledge Distillation Framework
  26 Oct 2019 · 0 repositories · arXiv:1910.12061
• Offline handwritten mathematical symbol recognition utilising deep learning
  16 Oct 2019 · 0 repositories · arXiv:1910.07395
• SPEC2: SPECtral SParsE CNN Accelerator on FPGAs
  16 Oct 2019 · 0 repositories · arXiv:1910.11103
• Soft-Label Dataset Distillation and Text Dataset Distillation
  6 Oct 2019 · 3 repositories · arXiv:1910.02551
  Syntology ran 0 of 13 samples · 13 unverified
• Defending Against Adversarial Attacks by Suppressing the Largest Eigenvalue of Fisher Information Matrix
  13 Sep 2019 · 0 repositories · arXiv:1909.06137
• Adversarial Robustness via Label-Smoothing
  27 Jun 2019 · 0 repositories · arXiv:1906.11567
• Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks
  14 Jun 2019 · 0 repositories · arXiv:1906.06033
• Adversarial Robustness Assessment: Why both L₀ and L_∞ Attacks Are Necessary
  14 Jun 2019 · 1 repository · arXiv:1906.06026
• Multi-Objective Pruning for CNNs Using Genetic Algorithm
  2 Jun 2019 · 0 repositories · arXiv:1906.00399
• Advancements in Image Classification using Convolutional Neural Network
  8 May 2019 · 0 repositories · arXiv:1905.03288
• Analytical Moment Regularizer for Gaussian Robust Networks
  24 Apr 2019 · 1 repository · arXiv:1904.11005
• Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning
  23 Jan 2019 · 1 repository · arXiv:1901.07827
• GASL: Guided Attention for Sparsity Learning in Deep Neural Networks
  7 Jan 2019 · 2 repositories · arXiv:1901.01939
• Handwritten Indic Character Recognition using Capsule Networks
  1 Jan 2019 · 0 repositories · arXiv:1901.00166
• ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks
  5 Nov 2018 · 0 repositories · arXiv:1811.01704
• Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference
  5 Nov 2018 · 0 repositories · arXiv:1811.01463

Tasks archive 2025-07-28

20 shown of 50 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