51 citations · 171 across the 8 of their papers we have counts for
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cs.CV2026
CAB: Accelerating Flow and Diffusion Sampling via Rectification and Corrected Adams-Bashforth
Anuska Roy, Pravin Nair
Flow and diffusion models achieve high-fidelity, high-resolution image synthesis, but often require many function evaluations (NFEs) at sampling time. Existing acceleration methods…
cs.CV2019★ 17 cited
Fast High-Dimensional Kernel Filtering
Pravin Nair, Kunal N. Chaudhury
The bilateral and nonlocal means filters are instances of kernel-based filters that are popularly used in image processing. It was recently shown that fast and accurate bilateral f…
cs.CV2018★ 40 cited
Fast High-Dimensional Bilateral and Nonlocal Means Filtering
Pravin Nair, Kunal. N. Chaudhury
Existing fast algorithms for bilateral and nonlocal means filtering mostly work with grayscale images. They cannot easily be extended to high-dimensional data such as color and hyp…