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Kuangen Zhang's Projects

bms icon bms

Code for 'Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning'

correctandsmooth icon correctandsmooth

[ICLR 2021] Combining Label Propagation and Simple Models Out-performs Graph Neural Networks (https://arxiv.org/abs/2010.13993)

cosmix-uda icon cosmix-uda

Official PyTorch implementation of the ECCV 2022 paper "CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation"

ldgcnn icon ldgcnn

Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features

mpc.pytorch icon mpc.pytorch

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

ners icon ners

Code for "NeRS: Neural Reflectance Surfaces for Sparse-View 3D Reconstruction in the Wild," in NeurIPS 2021

neural-galerkin icon neural-galerkin

[SIGGRAPH Asia 2022] A Neural Galerkin Solver for Accurate Surface Reconstruction

ppo-pytorch icon ppo-pytorch

Pytorch Implementation of Proximal Policy Optimization Algorithm

pybullet_robots icon pybullet_robots

Prototyping robots for PyBullet (F1/10 MIT Racecar, Sawyer, Baxter and Dobot arm, Boston Dynamics Atlas and Botlab environment)

pypoisson icon pypoisson

Screened Poisson Surface Reconstruction Python Binding

rl-examples icon rl-examples

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

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