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ChelsieW's Projects

attention3dhumanpose icon attention3dhumanpose

The project is an official implementation of our CVPR2020 paper "Attention Mechanism Exploits Temporal Contexts: Real-time 3D Human Pose Reconstruction"

centertrack icon centertrack

Simultaneous object detection and tracking using center points.

crowdnav icon crowdnav

[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning

deepinf icon deepinf

DeepInf: Social Influence Prediction with Deep Learning

fly_us icon fly_us

美国大学备考资料 How to apply US colleges

group-social-force icon group-social-force

Simulation of Collective Behavior of Pedestrian Crowd in Normal and Emergency Situations

moead-py icon moead-py

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

multiagent icon multiagent

Using RLLib and PycoLab to explore intelligent cooperative behavior in sequential social dilemmas

py-mcftracker icon py-mcftracker

Python implementation of multi-object tracking using min-cost flow

python-rvo2 icon python-rvo2

Optimal Reciprocal Collision Avoidance, Python bindings

radam icon radam

On the Variance of the Adaptive Learning Rate and Beyond

reinforcement_learning_tutorial_with_demo icon reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

rgat icon rgat

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

sha-rnn icon sha-rnn

Single Headed Attention RNN - "Stop thinking with your head"

smplify-x icon smplify-x

Expressive Body Capture: 3D Hands, Face, and Body from a Single Image

social-stgcnn icon social-stgcnn

Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020

socialways icon socialways

Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs

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