Vinofly

stable-diffusion

A latent text-to-image diffusion model

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

Firefly

Firefly: 大模型训练工具，支持训练Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

styles

中文 CSL 样式

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

FuzzingPaper

Recent Fuzzing Paper

improved-gan

Code for the paper "Improved Techniques for Training GANs"

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

uda

Unsupervised Data Augmentation (UDA)

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

R-Drop

UA-MT

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

BatchFormer

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

IEEE_TGRS_GCN

Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Graph Convolutional Networks for Hyperspectral Image Classification, IEEE Trans. Geosci. Remote Sens., 2021, 59(7): 5966-5978.

ganbert

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks

semi-supervised-GAN

There is the semi-supervised implement of 'Improved Techniques for Training GANs '

pytorch-mnist-VAE

llama-classification

Text classification with Foundation Language Model LLaMA

sds_eccv2014

r-drop

R-Drop方法在中文任务上的简单实验

GPT-CLS-CARP

Code for the paper `Text Classification via Large Language Models`.

MMCL

Code for Max-Margin Contrastive Learning - AAAI 2022

ccs_23_oars_stateful_attacks

FINER-explain

Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security Analysis" (CCS 2023)

mt-ganbert

MT-GANBERT: Multi-Task and Generative Adversarial Learning for sustainable Language Processing