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yizhouzhao's Projects

3d_sln icon 3d_sln

Official code for "End-to-End Optimization of Scene Layout" -- including VAE, Diff Render, SPADE for colorization (CVPR 2020 Oral)

alibi icon alibi

Algorithms for explaining machine learning models

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

deep-synth icon deep-synth

Public code release for our SIGGRAPH 2018 paper "Deep Convolutional Priors for Indoor Scene Synthesis"

devfolio icon devfolio

A simple, responsive, single-page portfolio and resume for developers built with Bulma, Sass, Font Awesome and Flickity.

django-kong icon django-kong

A server description and deployment testing tool for King Kong sized sites

e.t. icon e.t.

Episodic Transformer (E.T.) is a novel attention-based architecture for vision-and-language navigation. E.T. is based on a multimodal transformer that encodes language inputs and the full episode history of visual observations and actions.

fast-synth icon fast-synth

Public code release for our CVPR 2019 paper "Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models"

gnm icon gnm

Official PyTorch implementation of "Generative Neurosymbolic Machines"

graphgen icon graphgen

GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation

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