Methods › Computer Vision › Convolutional Neural Networks › AmoebaNet

AmoebaNet

7 papers tagged archive 2025-07-28

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

AmoebaNet is a convolutional neural network found through regularized evolution architecture search. The search space is NASNet, which specifies a space of image classifiers with a fixed outer structure: a feed-forward stack of Inception-like modules called cells. The discovered architecture is shown to the right.

Source: Regularized Evolution for Image Classifier Architecture Search See Code · tensorflow/tpu

Papers archive 2025-07-28

7 shown of 7, 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.

EEEA-Net: An Early Exit Evolutionary Neural Architecture Search
13 Aug 2021 · 1 repository · arXiv:2108.06156
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning
14 Sep 2020 · 2 repositories · arXiv:2009.06193
GDP: Generalized Device Placement for Dataflow Graphs
28 Sep 2019 · 0 repositories · arXiv:1910.01578
Learning Data Augmentation Strategies for Object Detection
26 Jun 2019 · 6 repositories · arXiv:1906.11172

Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection
16 Apr 2019 · 8 repositories · arXiv:1904.07392
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism
16 Nov 2018 · 13 repositories · arXiv:1811.06965

Syntology ran 1 of 25 samples · 24 unverified · 16 pointer-only (licence)
Regularized Evolution for Image Classifier Architecture Search
5 Feb 2018 · 5 repositories · arXiv:1802.01548

Tasks archive 2025-07-28

19 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
Image Classification	4
Neural Architecture Search	4
Object Detection	4
object-detection	4
GPU	2
Keypoint Detection	2
Object	2
Semantic Segmentation	2
image-classification	2
Data Augmentation	1
Evolutionary Algorithms	1
Fine-Grained Image Classification	1
Graph Neural Network	1
Image Augmentation	1
Machine Translation	1
Real-Time Object Detection	1
Reinforcement Learning	1
Robust Object Detection	1
Translation	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (7 dated). Bars are counts, not a trend claim.

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

Convolutional Neural Networks

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