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Dhruv Verma

3 accepted papers

2026

Initialization Schemes for Kolmogorov–Arnold Networks: An Empirical Study

ICLR 2026poster

Kolmogorov–Arnold Networks (KANs) are a recently introduced neural architecture that replace fixed nonlinearities with trainable activation functions, offering enhanced flexibility and interpretability. While KANs have been applied successfully across scientific and machine learning tasks, their ini…

Cited by 0SourcecodeScholar
2026

Lumosaic: Hyperspectral Video via Active Illumination and Coded-Exposure Pixels

CVPR 2026

We present Lumosaic, a compact active hyperspectral video system designed for real-time capture of dynamic scenes. Our approach combines a programmable narrowband LED array with a coded-exposure-pixel (CEP) camera capable of high-speed pixel-wise exposure, thereby enabling joint encoding of scene in

Cited by 0SourceScholar
2023

Evaluating Paraphrastic Robustness in Textual Entailment Models

ACL 2023short

We present PaRTE, a collection of 1,126 pairs of Recognizing Textual Entailment (RTE) examples to evaluate whether models are robust to paraphrasing. We posit that if RTE models understand language, their predictions should be consistent across inputs that share the same meaning. We use the evaluati…

Cited by 6SourcePDFScholar