marina-neseem
I am a Research Scientist at Nvidia. I received my PhD from Brown university. I am interested in Efficient Deep Learning and Hardware-Software Co-design.
NvidiaUnited States
Pinned Repositories
abc
ABC: System for Sequential Logic Synthesis and Formal Verification
Accera
Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research
Accera-High-Perf-DL
Case Studies for using Accera - the open source cross-platform compiler from Microsoft Research - to create high performance deep learning computations (i.e. GEMM, Convolution, etc.)
awesome-sparsely-activated-dl-models
This repo include sparsely activated DL papers
From_Dogs_to_Cats_Classification
Explore Transfer Learning strategies
MarinaHesham
Config files for my GitHub profile.
marinahesham.github.io
PoliFormer
PoliFormer: Dynamic Input-Dependent Policies for Efficient Inference of Language Transformers on the Edge
Accera
Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research
BitTrain
SEC'21: Sparse Bitmap Compression for Memory-Efficient Training onthe Edge
marina-neseem's Repositories
marina-neseem/Accera-High-Perf-DL
Case Studies for using Accera - the open source cross-platform compiler from Microsoft Research - to create high performance deep learning computations (i.e. GEMM, Convolution, etc.)
marina-neseem/awesome-sparsely-activated-dl-models
This repo include sparsely activated DL papers
marina-neseem/abc
ABC: System for Sequential Logic Synthesis and Formal Verification
marina-neseem/Accera
Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research
marina-neseem/From_Dogs_to_Cats_Classification
Explore Transfer Learning strategies
marina-neseem/MarinaHesham
Config files for my GitHub profile.
marina-neseem/marinahesham.github.io
marina-neseem/PoliFormer
PoliFormer: Dynamic Input-Dependent Policies for Efficient Inference of Language Transformers on the Edge
marina-neseem/vision
Datasets, Transforms and Models specific to Computer Vision
marina-neseem/Q-AirNet
PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)