On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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3 results for “label-less”

MetalGAN: Multi-Domain Label-Less Image Synthesis Using cGANs and Meta-Learningcs.LG

MetalGAN synthesizes images across multiple domains without labels.

problem Synthesizing images across multiple domains using a single network.

method Combines cGAN for image generation and Meta-Learning for domain switch.

result MetalGAN successfully produces multi-domain images without hard-coded labels.

image synthesis multi-domain GAN meta-learning label-less

2019-12-05abs ↗pdf ↗

Flexible and Efficient Drift Detection without Labelsstat.ML

A drift detection method for large datasets without labels.

problem Early detection of concept drift in large, unlabeled datasets.

method Classical statistical process control in a label-less setting.

result Better statistical power than previous methods under computational constraints.

concept drift statistical process control label-less large datasets false positives

2025-06-10abs ↗pdf ↗

Data-efficient Bayesian-guided design selection from large candidate sets: Application to hyperelastic stochastic metamaterialscs.CE

Bayesian-guided method selects optimal design from large candidate pool.

problem Optimizing complex structures with high-fidelity evaluations.

method Bayesian active learning with surrogate modeling.

result Optimal design identified with minimal oracle evaluations.

Bayesian optimization active learning hyperelastic materials Gaussian process design selection

2026-03-16abs ↗pdf ↗