Methods › Computer Vision › Pooling Operations › Max Pooling
Max Pooling
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Max Pooling is a pooling operation that calculates the maximum value for patches of a feature map, and uses it to create a downsampled (pooled) feature map. It is usually used after a convolutional layer. It adds a small amount of translation invariance - meaning translating the image by a small amount does not significantly affect the values of most pooled outputs.
Image Source: here
Papers archive 2025-07-28
30 shown of 7,126, 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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From large-eddy simulations to deep learning: A U-net model for fast urban canopy flow predictions 9 Jul 2025 · 0 repositories · arXiv:2507.06533
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Determination Of Structural Cracks Using Deep Learning Frameworks 3 Jul 2025 · 0 repositories · arXiv:2507.02416
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LMPNet for Weakly-supervised Keypoint Discovery 3 Jul 2025 · 0 repositories · arXiv:2507.02308
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DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding 26 Jun 2025 · 1 repository · arXiv:2506.21140
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Pattern-Based Phase-Separation of Tracer and Dispersed Phase Particles in Two-Phase Defocusing Particle Tracking Velocimetry 22 Jun 2025 · 0 repositories · arXiv:2506.18157
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Detecting immune cells with label-free two-photon autofluorescence and deep learning 17 Jun 2025 · 0 repositories · arXiv:2506.14449
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Deploying and Evaluating Multiple Deep Learning Models on Edge Devices for Diabetic Retinopathy Detection 14 Jun 2025 · 0 repositories · arXiv:2506.14834
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SecONNds: Secure Outsourced Neural Network Inference on ImageNet 13 Jun 2025 · 2 repositories · arXiv:2506.11586
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Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation 12 Jun 2025 · 0 repositories · arXiv:2506.10858
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Deep Learning-Based Digitization of Overlapping ECG Images with Open-Source Python Code 12 Jun 2025 · 0 repositories · arXiv:2506.10617
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MF2Summ: Multimodal Fusion for Video Summarization with Temporal Alignment 12 Jun 2025 · 0 repositories · arXiv:2506.10430
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Prompt-Guided Latent Diffusion with Predictive Class Conditioning for 3D Prostate MRI Generation 11 Jun 2025 · 0 repositories · arXiv:2506.10230
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MD-ViSCo: A Unified Model for Multi-Directional Vital Sign Waveform Conversion 10 Jun 2025 · 1 repository · arXiv:2506.08357
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A Machine Learning Approach to Generate Residual Stress Distributions using Sparse Characterization Data in Friction-Stir Processed Parts 9 Jun 2025 · 0 repositories · arXiv:2506.08205
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A Comparative Study of U-Net Architectures for Change Detection in Satellite Images 9 Jun 2025 · 0 repositories · arXiv:2506.07925
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Circumventing Backdoor Space via Weight Symmetry 9 Jun 2025 · 1 repository · arXiv:2506.07467
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Diffusion Models-Aided Uplink Channel Estimation for RIS-Assisted Systems 9 Jun 2025 · 0 repositories · arXiv:2506.07770
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MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection 8 Jun 2025 · 0 repositories · arXiv:2506.07126
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Deep histological synthesis from mass spectrometry imaging for multimodal registration 5 Jun 2025 · 0 repositories · arXiv:2506.05441
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U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation 5 Jun 2025 · 0 repositories · arXiv:2506.05444
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Simulate Any Radar: Attribute-Controllable Radar Simulation via Waveform Parameter Embedding 3 Jun 2025 · 1 repository · arXiv:2506.03134Syntology ran 1 of 7 samples · 6 unverified
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Synthetic Speech Source Tracing using Metric Learning 3 Jun 2025 · 0 repositories · arXiv:2506.02590
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Dual encoding feature filtering generalized attention UNET for retinal vessel segmentation 2 Jun 2025 · 1 repository · arXiv:2506.02312
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TRUST -- Transformer-Driven U-Net for Sparse Target Recovery 1 Jun 2025 · 0 repositories · arXiv:2506.01112
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PointODE: Lightweight Point Cloud Learning with Neural Ordinary Differential Equations on Edge 31 May 2025 · 0 repositories · arXiv:2506.00438
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ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation 30 May 2025 · 0 repositories · arXiv:2505.24481
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Optimal Weighted Convolution for Classification and Denosing 30 May 2025 · 2 repositories · arXiv:2505.24558
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Stepsize anything: A unified learning rate schedule for budgeted-iteration training 30 May 2025 · 0 repositories · arXiv:2505.24452
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BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models 28 May 2025 · 0 repositories · arXiv:2505.22865
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Leveraging Diffusion Models for Synthetic Data Augmentation in Protein Subcellular Localization Classification 28 May 2025 · 0 repositories · arXiv:2505.22926
Tasks archive 2025-07-28
20 shown of 1,384 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Segmentation | 1,136 |
| Semantic Segmentation | 1,064 |
| Image Classification | 634 |
| Image Segmentation | 547 |
| image-classification | 503 |
| Object Detection | 459 |
| object-detection | 411 |
| General Classification | 393 |
| Transfer Learning | 386 |
| Decoder | 358 |
| Deep Learning | 339 |
| Classification | 334 |
| Medical Image Segmentation | 298 |
| Data Augmentation | 281 |
| Object | 247 |
| Denoising | 219 |
| Self-Supervised Learning | 199 |
| GPU | 189 |
| Diagnostic | 181 |
| Representation Learning | 181 |
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