Sanghyeon Son's Projects
cascade-stereo
Conditional diffusion model to generate MNIST. Minimal script. Based on 'Classifier-Free Diffusion Guidance'.
[AAAI 2024] DiffusionTrack: Diffusion Model For Multi-Object Tracking. DiffusionTrack is the first work to employ the diffusion model for multi-object tracking by formulating it as a generative noise-to-tracking diffusion process.
Implementation of transformations.py that is JAX compatible
Python implementations of several robotic motion planners
This repo has the expert data generation infrastructure and Pytorch implementation of MPiNets.
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Pytorch code for ECCV'22 paper. ShAPO: Implicit Representations for Multi-Object Shape, Appearance and Pose Optimization
My portfolio of the projects done in Udacity Self-Driving Car Nanodegree
URDF of UR5 and RG2 for PyBullet and Isaac Gym.
Selected YCB objects for manipulation tasks.
This is simple and effective implementation of YOLOv1 using pytorch, trainable in "Google Colab" environment.