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Carnegie Mellon University:
- Pittsburgh, PA
- https://www.cs.cmu.edu/~junyanz/
- @junyanz89
Highlights
- Pro
Stars
Scalable group inference for generating high quality and diverse images with diffusion models.
Official repository for BrickGPT, the first approach for generating physically stable toy brick models from text prompts.
official implementation of paper "Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation"
[ICLR2025 Spotlight] SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
Author's Implementation for E-LatentLPIPS
FlashTex: Fast Relightable Mesh Texturing with LightControlNet
One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more
pix2pix3D: Generating 3D Objects from 2D User Inputs
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
Modelverse: Content-Based Search for Deep Generative Models
A curated list of awesome papers on dataset distillation and related applications.
Rewriting Geometric Rules of a GAN: Warp a GAN model to customized, out-of-domain shapes.
[CVPR 2022] GAN inversion and editing with spatially-adaptive multiple latent layers
Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)
NVIDIA's Deep Imagination Team's PyTorch Library
Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.
PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)
Invert and perturb GAN images for test-time ensembling
PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
Official Implementation of Swapping Autoencoder for Deep Image Manipulation (NeurIPS 2020)
[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing