Methods › Computer Vision › Convolutional Neural Networks › RegNetY
RegNetY
Introduced by Ilija Radosavovic et al. in Designing Network Design Spaces
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
RegNetY is a convolutional network design space with simple, regular models with parameters: depth d, initial width w₀ > 0, and slope wₐ > 0, and generates a different block width uⱼ for each block j < d. The key restriction for the RegNet types of model is that there is a linear parameterisation of block widths (the design space only contains models with this linear structure):
uⱼ = w₀ + wₐ·j
For RegNetX we have additional restrictions: we set b = 1 (the bottleneck ratio), 12 ≤d ≤28, and wₘ ≥2 (the width multiplier).
For RegNetY we make one change, which is to include Squeeze-and-Excitation blocks.
Papers archive 2025-07-28
24 shown of 24, 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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Analyzing Breast Cancer Survival Disparities by Race and Demographic Location: A Survival Analysis Approach 8 Jun 2025 · 0 repositories · arXiv:2506.07191
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Enhancing Federated Survival Analysis through Peer-Driven Client Reputation in Healthcare 22 May 2025 · 0 repositories · arXiv:2505.16190
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Tackling Small Sample Survival Analysis via Transfer Learning: A Study of Colorectal Cancer Prognosis 21 Jan 2025 · 1 repository · arXiv:2501.12421
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Prediction of Lung Metastasis from Hepatocellular Carcinoma using the SEER Database 20 Jan 2025 · 1 repository · arXiv:2501.11720
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SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation 15 Oct 2024 · 0 repositories · arXiv:2410.11315
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Efficient Preference-based Reinforcement Learning via Aligned Experience Estimation 29 May 2024 · 0 repositories · arXiv:2405.18688
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SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning 24 Jan 2024 · 1 repository · arXiv:2401.13246Syntology ran 13 of 16 samples · 3 unverified · 1 pointer-only (licence)
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Survival Analysis of Young Triple-Negative Breast Cancer Patients 15 Jan 2024 · 0 repositories · arXiv:2401.08712
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Adversarial Attacks on Image Classification Models: Analysis and Defense 28 Dec 2023 · 0 repositories · arXiv:2312.16880
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SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA 10 Oct 2023 · 1 repository · arXiv:2310.06675Syntology ran 6 of 16 samples · 10 unverified
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SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR 15 Aug 2023 · 0 repositories · arXiv:2308.07654
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Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning 5 Jun 2023 · 2 repositories · arXiv:2306.03013
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Perfect is the enemy of test oracle 3 Feb 2023 · 1 repository · arXiv:2302.01488
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auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data 15 Apr 2022 · 3 repositories · arXiv:2204.07276
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Influence of different factors on survival of patients with colorectal cancer 5 Feb 2022 · 0 repositories · arXiv:2202.03425
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SurvTRACE: Transformers for Survival Analysis with Competing Events 2 Oct 2021 · 1 repository · arXiv:2110.00855Syntology ran 1 of 9 samples · 8 unverified
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Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation 21 Jun 2021 · 1 repository · arXiv:2106.11447
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Prediction of Prognosis and Survival of Patients with Gastric Cancer by Weighted Improved Random Forest Model 10 Apr 2021 · 0 repositories
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Efficient Visual Pretraining with Contrastive Detection 19 Mar 2021 · 2 repositories · arXiv:2103.10957
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Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings 4 Mar 2021 · 1 repository · arXiv:2103.02886
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Self-supervised Pretraining of Visual Features in the Wild 2 Mar 2021 · 1 repository · arXiv:2103.01988
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MobileDepth: Efficient Monocular Depth Prediction on Mobile Devices 20 Nov 2020 · 0 repositories · arXiv:2011.10189
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The DongNiao International Birds 10000 Dataset 21 Sep 2020 · 0 repositories · arXiv:2010.06454
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Designing Network Design Spaces 30 Mar 2020 · 26 repositories · arXiv:2003.13678Syntology ran 11 of 53 samples · 42 unverified
Tasks archive 2025-07-28
20 shown of 49 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