Name: Marina Neseem
Type: User
Company: Brown University
Bio: I am a fifth year PhD candidate at Brown University. I am interested in Edge Intelligence, dynamic neural networks and Machine Learning optimization.
Twitter: MarinaNeseem
Location: United States
Blog: https://marinaneseem.me/
Marina Neseem's Projects
ABC: System for Sequential Logic Synthesis and Formal Verification
Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research
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.)
This repo include sparsely activated DL papers
Explore Transfer Learning strategies
Config files for my GitHub profile.
PoliFormer: Dynamic Input-Dependent Policies for Efficient Inference of Language Transformers on the Edge
PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)
Datasets, Transforms and Models specific to Computer Vision