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edwinyi's Projects

deepst icon deepst

Deep Learning for Spatio-Temporal Data

densefusion icon densefusion

"DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion" code repository

discriminative-kalman-filter icon discriminative-kalman-filter

companion code for "The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models"

dpi-net icon dpi-net

[ICLR 2019] Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids

eeg-classification icon eeg-classification

This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.

eeglearn icon eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

explore-exploit icon explore-exploit

Data and code for "Sources of suboptimality in a minimalistic explore-exploit task"

form2fit icon form2fit

Train generalizable policies for kit assembly with self-supervised dense correspondence training.

fusion2018 icon fusion2018

Matlab code used for the paper "Unscented Kalman Filtering on Lie Groups for Fusion of IMU and Monocular Vision"

g3py icon g3py

g3py: Generalized Graphical Gaussian Processes

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

geograsp icon geograsp

Geometry-based method for computing grasping points on 3D point clouds

ggp icon ggp

Code and data for the paper `Bayesian Semi-supervised Learning with Graph Gaussian Processes'

gpis icon gpis

Basic implementation of a Gaussian Process Implicit Surface Method. This can be used to create continous rerepesentation of object with complex geometries in 3D with variances.

gpis-1 icon gpis-1

Work on Gaussian Process Implicit Surfaces

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