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.

169,181 papers · 148 categories

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3 results for “zero-pair”

Mix and match networks: encoder-decoder alignment for zero-pair image translationcs.CV

Mix and match networks enable image translation without paired data.

problem Image translation between domains or modalities with no direct paired data.

method Multiple encoders and decoders aligned for test-time composition.

result Model outperforms baselines in cross-modal image translation.

image translation zero-pair encoder-decoder mix and match autoencoders

2018-04-06abs ↗pdf ↗

Slice Implies Mutant Ribbon for Odd, 5-Stranded Pretzel Knotsmath.GT

A pretzel knot $K$ is called $odd$ if all its twist parameters are odd, and $mutant$ $ribbon$ if it is mutant to a simple ribbon knot. We prove that the family of odd, 5-stranded pretzel knots satisfies a weaker version of the Slice-Ribbon Conjecture: All slice, odd, 5-stranded pretzel knots are $mutant$ $ribbon$ . We d…

2015-11-22abs ↗pdf ↗

A Control Theoretic Framework for Adaptive Gradient Optimizers in Machine Learningcs.LG

This paper improves Adam's performance in machine learning tasks.

problem Improving the generalization ability of adaptive gradient methods.

method Develops a control theoretic framework to propose AdamSSM, a new variant of Adam.

result AdamSSM improves generalization accuracy and convergence compared to recent adaptive gradient methods.

adaptive gradient methods control theory AdamSSM generalization convergence

2022-06-04abs ↗pdf ↗