Methods › General › Active Learning › Test
Test
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Test
Papers archive 2025-07-28
30 shown of 6,434, 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.
-
Are fairness metric scores enough to assess discrimination biases in machine learning? 8 Jun 2023 · 0 repositories · arXiv:2306.05307
-
Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce 8 Jun 2023 · 0 repositories · arXiv:2306.05011
-
Conservative Prediction via Data-Driven Confidence Minimization 8 Jun 2023 · 1 repository · arXiv:2306.04974
-
Coping with Change: Learning Invariant and Minimum Sufficient Representations for Fine-Grained Visual Categorization 8 Jun 2023 · 1 repository · arXiv:2306.04893
-
EXOT: Exit-aware Object Tracker for Safe Robotic Manipulation of Moving Object 8 Jun 2023 · 1 repository · arXiv:2306.05262
-
Human Action Recognition in Egocentric Perspective Using 2D Object and Hands Pose 8 Jun 2023 · 0 repositories · arXiv:2306.05147
-
Improving Long Context Document-Level Machine Translation 8 Jun 2023 · 0 repositories · arXiv:2306.05183
-
Improving Vietnamese Legal Question--Answering System based on Automatic Data Enrichment 8 Jun 2023 · 0 repositories · arXiv:2306.04841
-
Island-based Random Dynamic Voltage Scaling vs ML-Enhanced Power Side-Channel Attacks 8 Jun 2023 · 0 repositories · arXiv:2306.04859
-
KIT's Multilingual Speech Translation System for IWSLT 2023 8 Jun 2023 · 1 repository · arXiv:2306.05320
-
Multi-level Multiple Instance Learning with Transformer for Whole Slide Image Classification 8 Jun 2023 · 1 repository · arXiv:2306.05029
-
Open Set Relation Extraction via Unknown-Aware Training 8 Jun 2023 · 1 repository · arXiv:2306.04950Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
-
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization 8 Jun 2023 · 2 repositories · arXiv:2306.05087Syntology ran 3 of 3 samples · 0 unverified
-
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization 8 Jun 2023 · 0 repositories · arXiv:2306.04911
-
The ART of Conversation: Measuring Phonetic Convergence and Deliberate Imitation in L2-Speech with a Siamese RNN 8 Jun 2023 · 1 repository · arXiv:2306.05088
-
Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation 8 Jun 2023 · 0 repositories · arXiv:2306.05255
-
1st Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation 7 Jun 2023 · 1 repository · arXiv:2306.04091
-
A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty 7 Jun 2023 · 1 repository · arXiv:2306.04579
-
A Mask Free Neural Network for Monaural Speech Enhancement 7 Jun 2023 · 2 repositories · arXiv:2306.04286Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
-
A New Dataset and Empirical Study for Sentence Simplification in Chinese 7 Jun 2023 · 1 repository · arXiv:2306.04188Syntology ran 8 of 9 samples · 1 unverified · 4 pointer-only (licence)
-
Adversarial Sample Detection Through Neural Network Transport Dynamics 7 Jun 2023 · 0 repositories · arXiv:2306.04252
-
Balancing of competitive two-player Game Levels with Reinforcement Learning 7 Jun 2023 · 0 repositories · arXiv:2306.04429
-
Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning 7 Jun 2023 · 1 repository · arXiv:2306.04815
-
Cross-Database and Cross-Channel ECG Arrhythmia Heartbeat Classification Based on Unsupervised Domain Adaptation 7 Jun 2023 · 0 repositories · arXiv:2306.04433
-
End-to-End Learning for Stochastic Optimization: A Bayesian Perspective 7 Jun 2023 · 1 repository · arXiv:2306.04174
-
Fast and Effective GNN Training with Linearized Random Spanning Trees 7 Jun 2023 · 0 repositories · arXiv:2306.04828
-
Feature Selection using Sparse Adaptive Bottleneck Centroid-Encoder 7 Jun 2023 · 0 repositories · arXiv:2306.04795
-
Generalization Across Observation Shifts in Reinforcement Learning 7 Jun 2023 · 0 repositories · arXiv:2306.04595
-
Human in the Loop Novelty Generation 7 Jun 2023 · 0 repositories · arXiv:2306.04813
-
Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals 7 Jun 2023 · 1 repository · arXiv:2306.04187
Tasks archive 2025-07-28
20 shown of 1,464 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 | 211 |
| Image Classification | 196 |
| Classification | 190 |
| Reinforcement Learning (RL) | 185 |
| Segmentation | 177 |
| Data Augmentation | 176 |
| Language Modelling | 175 |
| image-classification | 172 |
| Retrieval | 156 |
| Sentence | 153 |
| Deep Learning | 152 |
| Reinforcement Learning | 150 |
| Transfer Learning | 149 |
| Translation | 147 |
| reinforcement-learning | 146 |
| Decision Making | 140 |
| Object Detection | 139 |
| regression | 137 |
| Time Series | 133 |
| object-detection | 133 |
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