Search Results for author: Siddharth Jha

Found 4 papers, 0 papers with code

Interactive Manipulation and Visualization of 3D Brain MRI for Surgical Training

no code implementations24 Mar 2024 Siddharth Jha, Zichen Gui, Benjamin Delbos, Richard Moreau, Arnaud Leleve, Irene Cheng

In modern medical diagnostics, magnetic resonance imaging (MRI) is an important technique that provides detailed insights into anatomical structures.

3D Reconstruction

Learned Best-Effort LLM Serving

no code implementations15 Jan 2024 Siddharth Jha, Coleman Hooper, Xiaoxuan Liu, Sehoon Kim, Kurt Keutzer

Many applications must provide low-latency LLM service to users or risk unacceptable user experience.

An Evaluation of Memory Optimization Methods for Training Neural Networks

no code implementations26 Mar 2023 Xiaoxuan Liu, Siddharth Jha, Alvin Cheung

To address the challenge, this paper summarizes the scenarios in which MOMs prove advantageous for model training.

Quantization

Linear features segmentation from aerial images

no code implementations23 Dec 2022 Zhipeng Chang, Siddharth Jha, Yunfei Xia

In this paper, we presented a method for classifying and segmenting city road traffic dashed lines from aerial images using deep learning models such as U-Net and SegNet.

Segmentation

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