2 papers
cs.LG2026
Bridging the Data Gap: Source-Informed Task-Space Transport for Few-Shot Diffusion
Jinjian Jiang, Jing Peng, Rehan Deen +4
Many deployments require a model to move rapidly from a data-rich source to a related target observed only sparsely. This is especially consequential where target data are difficul…
cs.LG2025
Learning Multi-Timescale Interventions under Safety and Resource Constraints
David Mguni, Wanrong Yang, Jing Dong +5
Many sequential decision problems offer qualitatively different ways of influencing the environment: some interventions act immediately, whereas others induce persistent effects th…