Mu Cai's repositories
matryoshka-mm
Matryoshka Multimodal Models
21fallCS400_ExtraTopic_DLCV
The extra topic of Deep Learning and Computer Vision: History, trends, and opportunities
AdversarialNetsPapers
The classical paper list with code about generative adversarial nets
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
background-masked-generative-models
Improving OoD performance of generative models by focusing on the semantic information
group_DRO
Distributionally robust neural networks for group shifts
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
large_scale_ood-1
MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space
LogisticRegression
Logistic regression from scratch in Python
lsix
Like "ls", but for images. Shows thumbnails in terminal using sixel graphics.
MSDNet-PyTorch
MSDNet
mu-cai.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
ONCE_Benchmark
One Million Scenes for Autonomous Driving
ood_detection
Out-of-Distribution Detection for VAE, GLOW
open_clip_mc
An open source implementation of CLIP.
pgm-spring-2019
Course webpage for PGM, Spring 2019.
pytorch-image-models-mc
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
pytorch-polynomial-lr-decay
Polynomial Learning Rate Decay Scheduler for PyTorch
spark
Apache Spark - A unified analytics engine for large-scale data processing
stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
swapping-autoencoder-pytorch
Implementation of Swapping Autoencoder for Deep Image Manipulation (https://arxiv.org/abs/2007.00653) in PyTorch