Mellen Y. Pu's repositories
Aug-NeRF
[CVPR 2022] "Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations" by Tianlong Chen*, Peihao Wang*, Zhiwen Fan, Zhangyang Wang
GET3D
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images (https://nv-tlabs.github.io/GET3D/)
stable-diffusion
A latent text-to-image diffusion model
CIGA
[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
CODE-AE
Coherent Deconfounding Autoencoder (CODE-AE) can extract both common biological signals shared by incoherent samples and private representations unique to each data set, transfer knowledge learned from cell line data to tissue data, and separate confounding factors from them
ControlNet
Let us control diffusion models
Dandelionym
Config files for my GitHub profile.
dandelionym.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
FastChat
An open platform for training, serving, and evaluating large languages. Release repo for Vicuna and FastChat-T5.
Generalization-Causality
domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
GLIGEN
Open-Set Grounded Text-to-Image Generation
GNNPapers
Must-read papers on graph neural networks (GNN)
HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
llm_chat_distillation
A project to collect chat data with OpenAI API automatically.
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
MCC
Multiview Compressive Coding for 3D Reconstruction
Multiview-3D-Reconstruction
Using traditional image processing techniques to construct 3D point cloud of objects. Incremental Structure from Motion (SfM) is used, a popular SfM algorithm for 3D reconstruction for reconstruction. The method is then evaluated using certain 3D reconstruction datasets.
neural-deferred-shading
Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022)
SLFs
A fancy model for unbalanced surface evolution.
stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
stylegan3
Official PyTorch implementation of StyleGAN3
Vary
Official code implementation of Vary: Scaling Up the Vision Vocabulary of Large Vision Language Models.