ROCm compute profiler
Performance profiling of ML/HPC workloads using raw counter, tracing, pc sampling and roofline data on AMD MI GPUs
Abstract
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These are the projects I have worked on during the course of my education and work.
Checkout my GitHub profile for a full list of projects.
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Dynamic Visual Quality Assessment for Video Games
Extract gameplay visual quality indicators like anti-aliasing and texture quality using EfficientNet to predict overall visual quality by training regressors
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Gameplay highlight detection using Multi-modal learning
Create highlight clips for first person shooting games by detecting interesting events such as kills and deaths
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Synthesis of Brain Tumor MRI using GAN
Synthesis of Brain Tumor MRI images using GAN aggregation with style transfer
Brain tumor identification is crucial to prevent long term disabilities. Severe cases such as High Grade Glioma may be fatal. Magnetic Resonance Imaging (MRI) is a powerful non-invasive tool for obtaining these brain scans. MRI scans can provide key information such as the location, shape, size and the growth stage... [Read More] -
Decomposable Attention Model for Novelty Detection
Decomposable attention model for faster and better detection of semantic redundancy in text documents
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Deep Neural Solution to Document Level Novelty Detection
Convolutional Neural Network to filter out semantically redundant documents with respect to a set of relevant documents
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