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Quin's Projects

asg2cap icon asg2cap

Code accompanying the paper "Say As You Wish: Fine-grained Control of Image Caption Generation with Abstract Scene Graphs" (Chen et al., CVPR 2020, Oral).

butd_model icon butd_model

A pytorch implementation of "Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering" for image captioning.

deepnude-an-image-to-image-technology icon deepnude-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。

instant-nsr-pl icon instant-nsr-pl

Neural Surface reconstruction based on Instant-NGP. Efficient and customizable boilerplate for your research projects. Train NeuS in 10min!

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

vae- icon vae-

这是一篇关于变分自动编码器的中文代码注解 源代码来自于:https://github.com/AntixK/PyTorch-VAE 其他利用的资源: 转置卷积原理动态图:https://github.com/vdumoulin/conv_arithmetic 模型图片:http://kvfrans.com/variational-autoencoders-explained/ 由于本人水平有限,欢迎各位提出批评建议 公众号:BBIT

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