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gan_theories

Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.

gbdt

A simple GBDT in Python

gbdt-1

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gebd

Generic Event Boundary Detection: A Benchmark for Event Segmentation

generalization-causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

github-star-trend

一个可以查看项目Star增长趋势的Chrome插件

glm-130b

GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

glsgan

Generalized Loss-Sensitive Generative Adversarial Networks (GLS-GAN)

gluon-tutorials-zh

通过MXNet/Gluon来动手学习深度学习

gnn-benchmark

Framework for evaluating Graph Neural Network models on semi-supervised node classification task

gnn_few_shot_cifar100

This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)

gnnpapers

Must-read papers on graph neural networks (GNN)

googlenet-inception-tf

TensorFlow implementation of GoogLeNet and Inception for image classification.

grounded-segment-anything

Marrying Grounding DINO with Segment Anything & Stable Diffusion & Tag2Text & BLIP & Whisper & ChatBot - Automatically Detect , Segment and Generate Anything with Image, Text, and Audio Inputs

guided-diffusion

heatmap

A Tool for Ploting the Heatmap Overlay Image

idnns

explore DNNs via Infomration

image-to-image-papers

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

imagebind

ImageBind One Embedding Space to Bind Them All

imagecaptioning.pytorch

Image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

insightface

State-of-the-art 2D and 3D Face Analysis Project

ivt

See Finer, See More: Implicit Modality Alignment for Text-based Person Retrieval

joshiego

A Go playing program implemented in Tensorflow roughly according to the architecture of AlphaGo. Current strength is 3~4 amateur dan.

kdd_cup_2018

KDD CUP 2018

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

ladder

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.