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Featured Transfer Briefs
Testable transfer hypotheses that extract structure from one scientific paper and map it to a specific AI problem.
Phase-transition thresholds for curriculum scheduling
Use percolation-style threshold estimation to decide when a curriculum should switch regimes instead of relying on fixed epoch cutoffs.
Diffusive deformation priors for medical image synthesis
Treat clinically meaningful image synthesis as transport over deformations and uncertainty, not only as intensity translation.
Variational energy shaping for planning networks
View neural planning modules as energy-shaping systems whose updates should stay inside a feasible value landscape.
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Open full archiveRecent paper analyses
- Localising entropy production along non-equilibrium trajectories Communications Physics · 2026-05-11 05:00 UTC
- On the Power of Small-size Graph Neural Networks for Linear Programming NeurIPS · 2026-05-10 16:48 UTC
- Electrically switchable continuous phase liquid crystal Fresnel zone plate Light: Science & Applications · 2026-05-09 16:33 UTC
- Adaptive Stain Normalization for Cross-Domain Medical Histology MICCAI · 2026-05-09 04:19 UTC
- Large phonon-drag thermopower polarity reversal in Ba-doped KTaO3 npj Quantum Materials · 2026-05-08 16:06 UTC
- Finite disorder critical point in ductile-to-brittle transition in amorphous solids with aspherical impurities Communications Physics · 2026-05-08 03:58 UTC
- Dynamic behavior analysis of vegetation water model with double saturation transformation term Advances in Continuous and Discrete Models · 2026-05-07 15:48 UTC
- Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference ICLR · 2026-05-07 03:39 UTC
ISOM notes and essays
- Translation Flow for Global Research Posts Localization · 2026-03-05 10:00 UTC
- Ranking Features for Isomorphic Search Platform · 2026-03-04 14:00 UTC
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