Guowei Xu (XuGW-Kevin)

XuGW-Kevin

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Company:Tsinghua University

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Guowei Xu's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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langchain

🦜🔗 Build context-aware reasoning applications

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ControlNet

Let us control diffusion models!

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openai-python

The official Python library for the OpenAI API

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instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

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shap-e

Generate 3D objects conditioned on text or images

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nerf

Code release for NeRF (Neural Radiance Fields)

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nerfstudio

A collaboration friendly studio for NeRFs

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Eureka

Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)

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Anything-3D

Segment-Anything + 3D. Let's lift anything to 3D.

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point2mesh

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

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SegmentAnything3D

[ICCV'23 Workshop] SAM3D: Segment Anything in 3D Scenes

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awesome-llm-security

A curation of awesome tools, documents and projects about LLM Security.

SegmentAnythingin3D

Segment Anything in 3D with NeRFs (NeurIPS 2023)

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DrEureka

Official Repository for "DrEureka: Language Model Guided Sim-To-Real Transfer" (RSS 2024)

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Wandb_Tutorial

How to use wandb?

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garfield

[CVPR'24] Group Anything with Radiance Fields

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drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

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Mesh_Segmentation

some materials about mesh processing, including papers, videos, codes, and so on. Updating every day!

f3rm

F3RM: Feature Fields for Robotic Manipulation. Official repo for the paper "Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation" (CoRL 2023).

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nope

[CVPR 2024] PyTorch implementation of NOPE: Novel Object Pose Estimation from a Single Image

DrM

DrM, a visual RL algorithm, minimizes the dormant ratio to guide exploration-exploitation trade-offs, achieving significant improvements in sample efficiency and asymptotic performance across diverse domains.

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archigan

Data wrangling for pix2pix training of an ArchiGAN pipeline

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agent57_pytorch

unofficial code reproducing Agent57

PMA

Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)

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ACE-Off-Policy-Actor-Critic-with-Causality-Aware-Entropy-Regularization

Official PyTorch implementation of "ACE:Off-Policy Actor-Critic with Causality-Aware Entropy Regularization"

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