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xuexidi's Projects

nebula icon nebula

A distributed, fast open-source graph database featuring horizontal scalability and high availability

nisqa icon nisqa

NISQA - Non-Intrusive Speech Quality Assessment

nl_trajectory_reshaper icon nl_trajectory_reshaper

Reshaping Robot Trajectories Using Natural Language Commands: A Study of Multi-Modal Data Alignment Using Transformers

parallelwavegan icon parallelwavegan

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN) with Pytorch

pddlstream icon pddlstream

PDDLStream: Integrating Symbolic Planners and Blackbox Samplers

pict icon pict

Pairwise Independent Combinatorial Tool

ppo-pytorch icon ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

probreg icon probreg

Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)

pybullet-robot-envs icon pybullet-robot-envs

A Python package that collects robotic environments based on the PyBullet simulator, suitable to develop and test Reinforcement Learning algorithms on simulated grasping and manipulation applications.

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).

pytorchvideo icon pytorchvideo

A deep learning library for video understanding research.

recurrent-vln-bert icon recurrent-vln-bert

Code of the CVPR 2021 Oral paper: A Recurrent Vision-and-Language BERT for Navigation

resemblyzer icon resemblyzer

A python package to analyze and compare voices with deep learning

robot_semantics icon robot_semantics

Implementation for Paper "Understanding Contexts Inside Joint Robot and Human Manipulation Tasks through Vision-Language Model with Ontology Constraints in a Video Streamline"

seeingbymoving icon seeingbymoving

Pytorch implementation of "Move to See Better: Self-Improving Embodied Object Detection" (https://arxiv.org/abs/2012.00057)

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

sgraf icon sgraf

The code of “Similarity Reasoning and Filtration for Image-Text Matching” [AAAI2021]

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