Showing 2025Show all
2 papers · 1 filter
cs.LG2025
Langevin Flows for Modeling Neural Latent Dynamics
Yue Song, T. Anderson Keller, Yisong Yue +2
Neural populations exhibit latent dynamical structures that drive time-evolving spiking activities, motivating the search for models that capture both intrinsic network dynamics an…
cs.LG2025
Is CLIP ideal? No. Can we fix it? Yes!
Raphi Kang, Yue Song, Georgia Gkioxari +1
Contrastive Language-Image Pre-Training (CLIP) is a popular method for learning multimodal latent spaces with well-organized semantics. Despite its wide range of applications, CLIP…