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20202026
most citedDomain Generalization via Inference-time Label-Preserving Target Projections

4 citations · 5 across the 3 of their papers we have counts for

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cs.AI2026

ManifoldCache: Training-Free Diffusion Acceleration via Constraint Manifold Caching

Prashant Pandey, Devineni Sri Venkatraya Chowdary, Brejesh Lall

Diffusion models for structured scientific generation must produce samples satisfying hard geometric constraints imposed by physics, chemistry, or biology, yet inference in these s…

cs.CV2026

Continual Segmentation under Joint Nonstationarity

Prashant Pandey, Himanshu Kumar, Devineni Sri Venkatraya Chowdary +1

Evolving data streams induce joint nonstationarity in continual semantic segmentation, where semantic classes, input distributions, and supervision availability change simultaneous…