KQL11

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一份中文综述文章列表（自然语言处理&机器学习）

11

ADV-Train-Free

PyTorch Implementation of Adversarial Training for Free!

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

AutoVP

Code and Benchmark for the paper "AutoVP: An Automated Visual Prompting Framework and Benchmark"

BayesianDeepLearning-Survey

Bayesian Deep Learning: A Survey

blitz-bayesian-deep-learning

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

Steganalysis_SRNet

UncertaintyInNeuralNetworks_Resources

KQL11/Steganalysis_SRNet

KQL11/UncertaintyInNeuralNetworks_Resources

KQL11/-

一份中文综述文章列表（自然语言处理&机器学习）

KQL11/ADV-Train-Free

PyTorch Implementation of Adversarial Training for Free!

KQL11/adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

KQL11/annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

KQL11/AutoVP

Code and Benchmark for the paper "AutoVP: An Automated Visual Prompting Framework and Benchmark"

KQL11/BayesianDeepLearning-Survey

Bayesian Deep Learning: A Survey

KQL11/blitz-bayesian-deep-learning

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

KQL11/byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

KQL11/captum

Model interpretability and understanding for PyTorch

KQL11/clip-pytorch

这是一个clip-pytorch的模型，可以训练自己的数据集。

KQL11/d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

KQL11/DFD-Baseline

KQL11/efficientnetv2.pytorch

PyTorch implementation of EfficientNetV2 family

KQL11/External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

KQL11/foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

KQL11/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

KQL11/jpegio

A python package for accessing the internal variables of JPEG file format such as DCT coefficients and quantization tables

KQL11/KQL11

Config files for my GitHub profile.

KQL11/KQL11.github.io

Something about Machine Learning

KQL11/NTIRE20_raw_image_denoising_winner_MWRCANet

KQL11/open_clip

An open source implementation of CLIP.

KQL11/robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

KQL11/stable-diffusion

A latent text-to-image diffusion model

KQL11/stegolab

Implementation of several Steganography and steganalysis techniques.

KQL11/TransFace

Code of TransFace

KQL11/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

KQL11/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

KQL11/tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.