Methods › General › Regularization › FIERCE

Feature Information Entropy Regularized Cross Entropy

FIERCE

7 papers tagged archive 2025-07-28

Introduced by Raphael Baena et al. in Preserving Fine-Grain Feature Information in Classification via Entropic Regularization

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

FIERCE is an entropic regularization on the feature space

Paper Source

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.

Monocular Person Localization under Camera Ego-motion
4 Mar 2025 · 0 repositories · arXiv:2503.02916
Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks
3 Mar 2025 · 0 repositories · arXiv:2503.05797
LLMs as a synthesis between symbolic and continuous approaches to language
17 Feb 2025 · 0 repositories · arXiv:2502.11856
CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models
15 Nov 2023 · 0 repositories · arXiv:2311.09154
China and the U.S. produce more impactful AI research when collaborating together
21 Apr 2023 · 1 repository · arXiv:2304.11123
Graph Neural Rough Differential Equations for Traffic Forecasting
20 Mar 2023 · 2 repositories · arXiv:2303.10909

Syntology ran 6 of 17 samples · 11 unverified
Preserving Fine-Grain Feature Information in Classification via Entropic Regularization
7 Aug 2022 · 1 repository · arXiv:2208.03684

Tasks archive 2025-07-28

17 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
Few-Shot Learning	2
Blocking	1
Classification	1
Deep Learning	1
Diversity	1
Fault Diagnosis	1
Fault localization	1
Fine-Grained Image Classification	1
Graph Attention	1
Pose Estimation	1
Position	1
Position regression	1
State Estimation	1
Time Series	1
Traffic Prediction	1
Transfer Learning	1
regression	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

Regularization

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