Methods › General › Activation Functions › ReLU6

ReLU6

95 papers tagged archive 2025-07-28

Introduced by Andrew G. Howard et al. in MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

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

Papers archive 2025-07-28

30 shown of 95, 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.

• Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices
  6 May 2025 · 0 repositories · arXiv:2505.03303
• VeLU: Variance-enhanced Learning Unit for Deep Neural Networks
  21 Apr 2025 · 0 repositories · arXiv:2504.15051
• Time Frequency Analysis of EMG Signal for Gesture Recognition using Fine grained Features
  20 Apr 2025 · 0 repositories · arXiv:2504.14708
• A Light Perspective for 3D Object Detection
  10 Mar 2025 · 0 repositories · arXiv:2503.07133
• Pulmonary Tuberculosis Edge Diagnosis System Based on MindSpore Framework: Low-cost and High-precision Implementation with Ascend 310 Chip
  15 Feb 2025 · 0 repositories · arXiv:2502.14885
• HyperCam: Low-Power Onboard Computer Vision for IoT Cameras
  17 Jan 2025 · 0 repositories · arXiv:2501.10547
• Revolutionizing Communication with Deep Learning and XAI for Enhanced Arabic Sign Language Recognition
  14 Jan 2025 · 0 repositories · arXiv:2501.08169
• Scalable Forward-Forward Algorithm
  6 Jan 2025 · 0 repositories · arXiv:2501.03176
• Towards Efficient IMC Accelerator Design Through Joint Hardware-Workload Co-optimization
  22 Oct 2024 · 0 repositories · arXiv:2410.16759
• Efficient Deep Learning Board: Training Feedback Is Not All You Need
  17 Oct 2024 · 0 repositories · arXiv:2410.14743
• Real-time Monitoring of Lower Limb Movement Resistance Based on Deep Learning
  13 Oct 2024 · 0 repositories · arXiv:2410.19769
• POMONAG: Pareto-Optimal Many-Objective Neural Architecture Generator
  30 Sep 2024 · 0 repositories · arXiv:2409.20447
• RNC: Efficient RRAM-aware NAS and Compilation for DNNs on Resource-Constrained Edge Devices
  27 Sep 2024 · 1 repository · arXiv:2409.18841
• PlainUSR: Chasing Faster ConvNet for Efficient Super-Resolution
  20 Sep 2024 · 1 repository · arXiv:2409.13435
• WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking
  5 Sep 2024 · 0 repositories · arXiv:2409.03902
• Analysis of Modern Computer Vision Models for Blood Cell Classification
  30 Jun 2024 · 1 repository · arXiv:2407.00759
• HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator
  5 Jun 2024 · 1 repository · arXiv:2406.03088
• Vision-Based Approach for Food Weight Estimation from 2D Images
  26 May 2024 · 0 repositories · arXiv:2405.16478
• Impact of Synthetic Images on Morphing Attack Detection Using a Siamese Network
  14 Mar 2024 · 0 repositories · arXiv:2403.09380
• A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification
  11 Mar 2024 · 0 repositories · arXiv:2403.07132
• Multi-objective Differentiable Neural Architecture Search
  28 Feb 2024 · 1 repository · arXiv:2402.18213
• Model Evaluation for Domain Identification of Unknown Classes in Open-World Recognition: A Proposal
  9 Dec 2023 · 0 repositories · arXiv:2312.05454
• Learning Cortical Anomaly through Masked Encoding for Unsupervised Heterogeneity Mapping
  5 Dec 2023 · 1 repository · arXiv:2312.02762
• A Reusable AI-Enabled Defect Detection System for Railway Using Ensembled CNN
  24 Nov 2023 · 0 repositories · arXiv:2311.14824
• Unleashing Modified Deep Learning Models in Efficient COVID19 Detection
  21 Oct 2023 · 0 repositories · arXiv:2310.14081
• On-Chip Hardware-Aware Quantization for Mixed Precision Neural Networks
  5 Sep 2023 · 0 repositories · arXiv:2309.01945
• A Lightweight and Accurate Face Detection Algorithm Based on Retinaface
  8 Aug 2023 · 0 repositories · arXiv:2308.04340
• RepViT: Revisiting Mobile CNN From ViT Perspective
  18 Jul 2023 · 8 repositories · arXiv:2307.09283
  Syntology ran 2 of 12 samples · 10 unverified
• An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomography
  3 Jul 2023 · 1 repository · arXiv:2307.00904
• End-to-End Neural Network Compression via ℓ₁/ℓ₂ Regularized Latency Surrogates
  9 Jun 2023 · 0 repositories · arXiv:2306.05785

Tasks archive 2025-07-28

20 shown of 95 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