research
Landing that Graduate Research Internship Position (CS, HCI)
Notes on preparing for an internship in computer science for graduate students.
Introducing Peacasso: A UI Interface for Generating AI Art with Latent Diffusion Models (Stable Diffusion)
I built a UI interface for interacting with latent diffusion models.
State of Deep Learning for Code Generation (DL4Code)
Machine learning models can now write decent code. Here are a list of key papers and models that address this task.
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation | Paper Review
A review of the March 2021 paper on CodexGLUE, a dataset for code understanding and generation
AlphaCode: Competition-Level Code Generation with Transformer Based Architectures | Paper Review
A review of the Feb 2022 AlphaCode paper from DeepMind".
Neural Extractive Summarization with BERT
Overview of Extractive Summarization using BERT Based Models
Top 10 Machine Learning and Design Insights from Google IO 2021
A list of the top 10 design and AI/ML insights discussed at Google IO 2021.
State of Deep Learning for Object Detection - You Should Consider CenterNets!
It's 2021 - there has been quite a bit of progress in practical models for object detection.
Real-Time High-Resolution Background Matting | Paper Review
A review of the CVPR 2021 paper "Real-Time High-Resolution Background Matting".
U2Net Going Deeper with Nested U-Structure for Salient Object Detection | Paper Review
A review of the August 2020 U^2-Net paper. Technical overview, practical considerations.
Recent Breakthroughs in AI (Karpathy, Johnson et al, Feb 2021)
Summary of my notes from the Feb 11 Talk on “Recent breakthroughs in AI” .
ART + AI — Generating African Masks using (Tensorflow and TPUs)
Experiments in exploring novel interpretations of African Mask art using GANs done with TPUs!
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