shepnerd

Yi Wang's starred repositories

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Language:Jupyter NotebookMIT173700

simhash

A Python Implementation of Simhash Algorithm

Language:PythonMIT96700

MAT

MAT: Mask-Aware Transformer for Large Hole Image Inpainting

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Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

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CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Language:Jupyter NotebookMIT2409500

mtt-distillation

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

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projected-gan

[NeurIPS'21] Projected GANs Converge Faster

Language:PythonMIT87800

AttenNorm

Attentive Normalization for Conditional Image Generation

Language:PythonMIT7100

SCGAN

The implementation of 'Image synthesis via semantic composition', ICCV2021.

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gv-benchmark

General Vision Benchmark, GV-B, a project from OpenGVLab

Language:PythonApache-2.018800

omnivore

Omnivore: A Single Model for Many Visual Modalities

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awesome-action-recognition

A curated list of action recognition and related area resources

375500

PDVC

End-to-End Dense Video Captioning with Parallel Decoding (ICCV 2021)

Language:PythonMIT19900

UniFormer

[ICLR2022] official implementation of UniFormer

Language:PythonApache-2.080600

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

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Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

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Entity

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

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Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

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lama

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Language:Jupyter NotebookApache-2.0767300

stylegan3

Official PyTorch implementation of StyleGAN3

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awesome-implicit-representations

A curated list of resources on implicit neural representations.

MIT241700

colour

Colour Science for Python

Language:PythonBSD-3-Clause205300

OpenColorIO

A color management framework for visual effects and animation.

Language:C++BSD-3-Clause175000

lightly

A python library for self-supervised learning on images.

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pycubelut

Tool for Applying Adobe Cube LUTs to Images

Language:PythonMIT8600

manim

Animation engine for explanatory math videos

Language:PythonMIT6124500

DeepImage-an-Image-to-Image-technology

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

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