Brandon Amos

Face recognition with deep neural networks.

StarVector is a foundation model for SVG generation that transforms vectorization into a code generation task. Using a vision-language modeling architecture, StarVector processes both visual and textual inputs to produce high-quality SVG code with remarkable precision.

Evaluation of Deep Learning Frameworks

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

"Deep Generative Modeling": Introductory Examples

Image Completion with Deep Learning in TensorFlow

A fast and differentiable model predictive control (MPC) solver for PyTorch.

A PyTorch implementation of DenseNet.

A fast and differentiable QP solver for PyTorch.

Light your way in Deep Learning with Torch 🔦

OptNet: Differentiable Optimization as a Layer in Neural Networks

Code for Neural Motifs: Scene Graph Parsing with Global Context (CVPR 2018)