Search Results for author: Yash Garg

Found 4 papers, 0 papers with code

STRIDE: Single-video based Temporally Continuous Occlusion Robust 3D Pose Estimation

no code implementations24 Dec 2023 Rohit Lal, Saketh Bachu, Yash Garg, Arindam Dutta, Calvin-Khang Ta, Dripta S. Raychaudhuri, Hannah Dela Cruz, M. Salman Asif, Amit K. Roy-Chowdhury

This challenge arises because these models struggle to generalize beyond their training datasets, and the variety of occlusions is hard to capture in the training data.

3D Human Pose Estimation 3D Pose Estimation +3

Factorized Tensor Networks for Multi-Task and Multi-Domain Learning

no code implementations9 Oct 2023 Yash Garg, Nebiyou Yismaw, Rakib Hyder, Ashley Prater-Bennette, M. Salman Asif

In this paper, we propose a factorized tensor network (FTN) that can achieve accuracy comparable to independent single-task/domain networks with a small number of additional parameters.

Tensor Networks

eTOP: Early Termination of Pipelines for Faster Training of AutoML Systems

no code implementations17 Apr 2023 Haoxiang Zhang, Juliana Freire, Yash Garg

Recent advancements in software and hardware technologies have enabled the use of AI/ML models in everyday applications has significantly improved the quality of service rendered.

AutoML Feature Engineering

iSparse: Output Informed Sparsification of Neural Networks

no code implementations25 Sep 2019 Yash Garg, K. Selcuk Candan

We note that many successful networks nevertheless often contain large numbers of redundant edges.

Management

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