Search Results for author: Sanjay Jain

Found 7 papers, 1 papers with code

Hallucination is Inevitable: An Innate Limitation of Large Language Models

no code implementations22 Jan 2024 Ziwei Xu, Sanjay Jain, Mohan Kankanhalli

Since the formal world is a part of the real world which is much more complicated, hallucinations are also inevitable for real world LLMs.

Hallucination Learning Theory

Multistable protocells can aid the evolution of prebiotic autocatalytic sets

no code implementations30 Oct 2023 Angad Yuvraj Singh, Sanjay Jain

We present a simple mathematical model that captures the evolutionary capabilities of a prebiotic compartment or protocell.

Ordered Semiautomatic Rings with Applications to Geometry

no code implementations11 Mar 2021 ZiYuan Gao, Sanjay Jain, Ji Qi, Philipp Schlicht, Frank Stephan, Jacob Tarr

The present work looks at semiautomatic rings with automatic addition and comparisons which are dense subrings of the real numbers and asks how these can be used to represent geometric objects such that certain operations and transformations are automatic.

Formal Languages and Automata Theory Logic

Capsules for Biomedical Image Segmentation

no code implementations9 Apr 2020 Rodney LaLonde, Ziyue Xu, Ismail Irmakci, Sanjay Jain, Ulas Bagci

The proposed convolutional-deconvolutional capsule network, SegCaps, shows state-of-the-art results while using a fraction of the parameters of popular segmentation networks.

Computed Tomography (CT) Image Segmentation +2

Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies

no code implementations28 Feb 2020 Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Felicia Yen, Sanjay Jain, Agnes Fogo, Pinaki Sarder

Glomerulosclerosis, interstitial fibrosis, and tubular atrophy (IFTA) are histologic indicators of irrecoverable kidney injury.

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