Search Results for author: Umit Ogras

Found 6 papers, 2 papers with code

Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads

no code implementations28 Mar 2024 Harsh Sharma, Gaurav Narang, Janardhan Rao Doppa, Umit Ogras, Partha Pratim Pande

However, as the complexity of Deep convolutional neural networks (DNNs) grows, we need to design a manycore architecture with multiple ReRAM-based processing elements (PEs) on a single chip.

PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360$^{\circ}$

1 code implementation23 Mar 2023 Sizhe An, Hongyi Xu, Yichun Shi, Guoxian Song, Umit Ogras, Linjie Luo

We propose PanoHead, the first 3D-aware generative model that enables high-quality view-consistent image synthesis of full heads in $360^\circ$ with diverse appearance and detailed geometry using only in-the-wild unstructured images for training.

Image Generation Image Segmentation +1

mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors

no code implementations15 Oct 2022 Sizhe An, Yin Li, Umit Ogras

To bridge the gap, we present mRI, a multi-modal 3D human pose estimation dataset with mmWave, RGB-D, and Inertial Sensors.

3D Human Pose Estimation Action Detection +1

ECO: Enabling Energy-Neutral IoT Devices through Runtime Allocation of Harvested Energy

no code implementations26 Feb 2021 Yigit Tuncel, Ganapati Bhat, JaeHyun Park, Umit Ogras

The proposed framework uses an efficient iterative algorithm to compute initial energy allocations at the beginning of a day.

MGait: Model-Based Gait Analysis Using Wearable Bend and Inertial Sensors

1 code implementation23 Feb 2021 Sizhe An, Yigit Tuncel, Toygun Basaklar, Gokul Krishna Krishnakumar, Ganapati Bhat, Umit Ogras

Movement disorders, such as Parkinson's disease, affect more than 10 million people worldwide.

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