luolin0715's repositories
awesome-mixture-of-experts
A collection of AWESOME things about mixture-of-experts
Awesome-Parameter-Efficient-Transfer-Learning
Collection of awesome parameter-efficient fine-tuning resources.
RobustSSL_Benchmark
Benchmark of robust self-supervised learning (RobustSSL) methods & Code for AutoLoRa (ICLR 2024).
lorahub
The official repository of paper "LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition".
solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
unet_segmentation
unet for image segmentation
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
AugLy
A data augmentations library for audio, image, text, and video.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
lang-seg
Language-Driven Semantic Segmentation
pytorch-cifar
95.47% on CIFAR10 with PyTorch
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
github-slideshow
A robot powered training repository :robot:
MachineLearning
Implement Machine learning algorithm by myself using Python 3.6
fitting-random-labels
Example code for the paper "Understanding deep learning requires rethinking generalization"
dimensionality-driven-learning
Code for paper "Dimensionality-Driven Learning with Noisy Labels" - ICML 2018
IntrinsicDimDeep
Code for the intrinsic dimensionality estimate of data representations
Adversarial-Machine-Learning
对抗样本（Adversarial Examples）和投毒攻击（Poisoning Attacks）相关资料
deep-residual-networks
Deep Residual Learning for Image Recognition