Methods › Computer Vision › Convolutions › Transposed convolution
Transposed convolution
Introduced by Evan Shelhamer et al. in Fully Convolutional Networks for Semantic Segmentation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
29 shown of 29, 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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OSLO-IC: On-the-Sphere Learned Omnidirectional Image Compression with Attention Modules and Spatial Context 17 Mar 2025 · 0 repositories · arXiv:2503.13119
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ASCNet: Asymmetric Sampling Correction Network for Infrared Image Destriping 28 Jan 2024 · 1 repository · arXiv:2401.15578
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ACT-GAN: Radio map construction based on generative adversarial networks with ACT blocks 17 Jan 2024 · 0 repositories · arXiv:2401.08976
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More complex encoder is not all you need 20 Sep 2023 · 1 repository · arXiv:2309.11139
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MGTUNet: An new UNet for colon nuclei instance segmentation and quantification 20 Oct 2022 · 0 repositories · arXiv:2210.10981
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Deformably-Scaled Transposed Convolution 17 Oct 2022 · 0 repositories · arXiv:2210.09446
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A Learning-Based 3D EIT Image Reconstruction Method 30 Aug 2022 · 0 repositories · arXiv:2208.14449
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GAN-based Super-Resolution and Segmentation of Retinal Layers in Optical coherence tomography Scans 28 Jun 2022 · 0 repositories · arXiv:2206.13740
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Orthonormal Convolutions for the Rotation Based Iterative Gaussianization 8 Jun 2022 · 0 repositories · arXiv:2206.03860
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Efficient Accelerator for Dilated and Transposed Convolution with Decomposition 2 May 2022 · 0 repositories · arXiv:2205.02103
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Hierarchical Point Cloud Encoding and Decoding with Lightweight Self-Attention based Model 13 Feb 2022 · 0 repositories · arXiv:2202.06407
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GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement 20 Apr 2021 · 2 repositories · arXiv:2104.09958
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Translating Numerical Concepts for PDEs into Neural Architectures 29 Mar 2021 · 0 repositories · arXiv:2103.15419
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Self-Supervised VQ-VAE for One-Shot Music Style Transfer 10 Feb 2021 · 1 repository · arXiv:2102.05749
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One Shot Model For The Prediction of COVID-19 and Lesions Segmentation In Chest CT Scans Through The Affinity Among Lesion Mask Features 4 Jan 2021 · 1 repository
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Multiple Instance Segmentation in Brachial Plexus Ultrasound Image Using BPMSegNet 22 Dec 2020 · 0 repositories · arXiv:2012.12012
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Attention-based Image Upsampling 17 Dec 2020 · 0 repositories · arXiv:2012.09904
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Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter 14 Jul 2020 · 0 repositories · arXiv:2007.07243
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From Discrete to Continuous Convolution Layers 19 Jun 2020 · 1 repository · arXiv:2006.11120
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EfficientPose: Scalable single-person pose estimation 25 Apr 2020 · 1 repository · arXiv:2004.12186
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Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs 15 Nov 2019 · 0 repositories · arXiv:1911.06918
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Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments 24 Oct 2019 · 1 repository · arXiv:1910.11109
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DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors 23 Aug 2019 · 0 repositories · arXiv:1908.08837
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HUGE2: a Highly Untangled Generative-model Engine for Edge-computing 25 Jul 2019 · 0 repositories · arXiv:1907.11210
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DENet: A Universal Network for Counting Crowd with Varying Densities and Scales 17 Apr 2019 · 0 repositories · arXiv:1904.08056
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Spherical U-Net on Cortical Surfaces: Methods and Applications 1 Apr 2019 · 0 repositories · arXiv:1904.00906
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Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks 20 Aug 2018 · 0 repositories · arXiv:1808.06719
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Road Segmentation of Remotely-Sensed Images Using Deep Convolutional Neural Networks with Landscape Metrics and Conditional Random Fields 1 Jul 2017 · 0 repositories
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Fully Convolutional Networks for Semantic Segmentation 20 May 2016 · 37 repositories · arXiv:1605.06211
Tasks archive 2025-07-28
20 shown of 48 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 |
|---|---|
| Semantic Segmentation | 7 |
| Instance Segmentation | 4 |
| Segmentation | 4 |
| Decoder | 3 |
| Super-Resolution | 3 |
| Computational Efficiency | 2 |
| Generative Adversarial Network | 2 |
| Image Reconstruction | 2 |
| Image Segmentation | 2 |
| Image Super-Resolution | 2 |
| Object Detection | 2 |
| Representation Learning | 2 |
| Texture Synthesis | 2 |
| object-detection | 2 |
| 2D Human Pose Estimation | 1 |
| All | 1 |
| Attribute | 1 |
| COVID-19 Diagnosis | 1 |
| Clustering | 1 |
| Deep Learning | 1 |
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