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Ruoshi Liu's Projects

annotations icon annotations

:fork_and_knife: Annotations for the EPIC Kitchens Dataset.

defectstracker icon defectstracker

A deep convolutional neural network used to defect topological defects in 2D active nematics system (based on YOLO2).

hyperfuture icon hyperfuture

Code for the paper Learning the Predictability of the Future

move_files icon move_files

A python script to move all files under a directory to a destination directory with multithreading.

natasha2 icon natasha2

Implementation of Natasha1.5 and Natasha2 algorithm in PyTorch

nerf icon nerf

Code release for NeRF (Neural Radiance Fields)

noreward-rl icon noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

npe icon npe

Replication of the Neural Physics Engine invented by MIT researchers

nvdiffrec icon nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

phyre icon phyre

PHYRE is a benchmark for physical reasoning.

pysparnn icon pysparnn

Approximate Nearest Neighbor Search for Sparse Data in Python!

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

tdd-net icon tdd-net

CNN-based Model for topological defects detection

zero123 icon zero123

Zero-1-to-3: Zero-shot One Image to 3D Object: https://zero123.cs.columbia.edu/

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