RobertLuobo's starred repositories
loss-landscape
Code for visualizing the loss landscape of neural nets
graffitist
Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow
bigdetection
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
fast-neural-style-pytorch
Fast Neural Style Transfer implementation in PyTorch :art: :art: :art:
awesome-algorithm-books
📚 awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍（经典算法、ML/DL算法、面试算法、比赛算法等）
CTC-loss-introduction
介绍ctc算法原理以及numpy简单实现
tensorRT_Pro
C++ library based on tensorrt integration
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Conference-Accepted-Paper-List
Some Conferences' accepted paper lists (including AI, ML, Robotic)
ffcv-imagenet
Train ImageNet *fast* in 500 lines of code with FFCV
My-Data-Competition-Experience
本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
United-Perception
United Perception
paper-reading
深度学习经典、新论文逐段精读
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
Transformer-MM-Explainability
[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
Non-local_pytorch
Implementation of Non-local Block.
ArmNeonOptimization
arm-neon
nlp_paper_study
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
ai-deadlines
:alarm_clock: AI conference deadline countdowns
ccf-deadlines
⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
deep_learning_with_noisy_labels_literature
This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch