Jun-Yan Zhu (junyanz)

junyanz

Geek Repo

Company: Carnegie Mellon University:

Location:Pittsburgh, PA

Home Page:https://www.cs.cmu.edu/~junyanz/

Twitter:@junyanz89

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Jun-Yan Zhu's starred repositories

write-good

Naive linter for English prose

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arxiv-latex-cleaner

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

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imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

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contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

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custom-diffusion

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

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pix2pix3D

pix2pix3D: Generating 3D Objects from 2D User Inputs

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data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

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Awesome-Dataset-Distillation

Awesome Dataset Distillation Papers

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awesome-gan-inversion

[TPAMI 2022] GAN Inversion: A Survey

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gangealing

Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

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SDEdit

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

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clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

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anycost-gan

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

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DSNeRF

Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

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rich-text-to-image

Rich-Text-to-Image Generation

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GANSketching

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

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rewriting

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.

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swapping-autoencoder-pytorch

Official Implementation of Swapping Autoencoder for Deep Image Manipulation (NeurIPS 2020)

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vision-aided-gan

Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)

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mtt-distillation

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

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dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

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editnerf

Editing a Conditional Radiance Field

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sige

[NeurIPS 2022] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

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modelverse

Modelverse: Content-Based Search for Deep Generative Models

hessian_penalty

Official Implementation of "The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement" (ECCV 2020 Spotlight)

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GANWarping

Rewriting Geometric Rules of a GAN: Warp a GAN model to customized, out-of-domain shapes.

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sam_inversion

[CVPR 2022] GAN inversion and editing with spatially-adaptive multiple latent layers

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self-conditioned-gan

Diverse Image Generation via Self-Conditioned GANs

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gan-ensembling

Invert and perturb GAN images for test-time ensembling

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