Methods › General › Sparsity › SET
Sparse Evolutionary Training
SET
Introduced by Decebal Constantin Mocanu et al. in Scalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Dynamic Sparse Training method where weight mask is updated randomly periodically
Papers archive 2025-07-28
30 shown of 13,419, 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.
-
MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM 16 Jul 2025 · 0 repositories · arXiv:2507.12232
-
A Distance Metric for Mixed Integer Programming Instances 15 Jul 2025 · 0 repositories · arXiv:2507.11063
-
A Parallelizable Approach for Characterizing NE in Zero-Sum Games After a Linear Number of Iterations of Gradient Descent 15 Jul 2025 · 1 repository · arXiv:2507.11366
-
A Risk-Aware Adaptive Robust MPC with Learned Uncertainty Quantification 15 Jul 2025 · 0 repositories · arXiv:2507.11420
-
A Survey on Interpretability in Visual Recognition 15 Jul 2025 · 0 repositories · arXiv:2507.11099
-
DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering 15 Jul 2025 · 1 repository · arXiv:2507.11527Syntology ran 0 of 7 samples · 7 unverified
-
Functional Emotion Modeling in Biomimetic Reinforcement Learning 15 Jul 2025 · 0 repositories · arXiv:2507.11027
-
Relative Entropy Pathwise Policy Optimization 15 Jul 2025 · 1 repository · arXiv:2507.11019
-
Towards Reliable Objective Evaluation Metrics for Generative Singing Voice Separation Models 15 Jul 2025 · 1 repository · arXiv:2507.11427
-
ViewSRD: 3D Visual Grounding via Structured Multi-View Decomposition 15 Jul 2025 · 0 repositories · arXiv:2507.11261
-
What Should LLMs Forget? Quantifying Personal Data in LLMs for Right-to-Be-Forgotten Requests 15 Jul 2025 · 0 repositories · arXiv:2507.11128
-
Benchmarking and Evaluation of AI Models in Biology: Outcomes and Recommendations from the CZI Virtual Cells Workshop 14 Jul 2025 · 0 repositories · arXiv:2507.10502
-
Lightweight Model for Poultry Disease Detection from Fecal Images Using Multi-Color Space Feature Optimization and Machine Learning 14 Jul 2025 · 0 repositories · arXiv:2507.10056
-
MTF-Grasp: A Multi-tier Federated Learning Approach for Robotic Grasping 14 Jul 2025 · 0 repositories · arXiv:2507.10158
-
TaylorPODA: A Taylor Expansion-Based Method to Improve Post-Hoc Attributions for Opaque Models 14 Jul 2025 · 0 repositories · arXiv:2507.10643
-
WhisperKit: On-device Real-time ASR with Billion-Scale Transformers 14 Jul 2025 · 0 repositories · arXiv:2507.10860
-
Landmark Detection for Medical Images using a General-purpose Segmentation Model 13 Jul 2025 · 0 repositories · arXiv:2507.11551
-
ViT-ProtoNet for Few-Shot Image Classification: A Multi-Benchmark Evaluation 12 Jul 2025 · 1 repository · arXiv:2507.09299
-
Review of Feed-forward 3D Reconstruction: From DUSt3R to VGGT 11 Jul 2025 · 0 repositories · arXiv:2507.08448
-
Identifying the Smallest Adversarial Load Perturbations that Render DC-OPF Infeasible 10 Jul 2025 · 1 repository · arXiv:2507.07850
-
OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding 10 Jul 2025 · 1 repository · arXiv:2507.07984
-
Rethinking Query-based Transformer for Continual Image Segmentation 10 Jul 2025 · 1 repository · arXiv:2507.07831Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
-
A Linear Generative Framework for Structure-Function Coupling in the Human Brain 8 Jul 2025 · 0 repositories · arXiv:2507.06136
-
A Method for Optimizing Connections in Differentiable Logic Gate Networks 8 Jul 2025 · 0 repositories · arXiv:2507.06173
-
Beyond Scalars: Zonotope-Valued Utility for Representation of Multidimensional Incomplete Preferences 8 Jul 2025 · 0 repositories · arXiv:2507.05844
-
Consistency and Inconsistency in K-Means Clustering 8 Jul 2025 · 0 repositories · arXiv:2507.06226
-
Fast and Accurate Collision Probability Estimation for Autonomous Vehicles using Adaptive Sigma-Point Sampling 8 Jul 2025 · 0 repositories · arXiv:2507.06149
-
From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification 8 Jul 2025 · 0 repositories · arXiv:2507.05783
-
Hierarchy or Heterarchy? A Theory of Long-Range Connections for the Sensorimotor Brain 8 Jul 2025 · 0 repositories · arXiv:2507.05888
-
On Lockean beliefs that are deductively closed and minimal change 8 Jul 2025 · 0 repositories · arXiv:2507.06042
Tasks archive 2025-07-28
20 shown of 1,762 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 |
|---|---|
| Language Modelling | 632 |
| Language Modeling | 508 |
| Large Language Model | 396 |
| Retrieval | 347 |
| Diversity | 324 |
| Decision Making | 308 |
| Question Answering | 298 |
| Semantic Segmentation | 296 |
| Benchmarking | 288 |
| Prediction | 264 |
| Segmentation | 233 |
| Image Generation | 224 |
| reinforcement-learning | 223 |
| Reinforcement Learning (RL) | 220 |
| Reinforcement Learning | 211 |
| Transfer Learning | 203 |
| Object | 200 |
| Image Classification | 199 |
| Classification | 194 |
| Data Augmentation | 191 |
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