Zengyu Qiu's starred repositories
End-to-end-Autonomous-Driving
[IEEE T-PAMI] All you need for End-to-end Autonomous Driving
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
awesome-hd-map-construction
A curated list of awesome HD map construction methods
LaneSegNet
[ICLR 2024] Map Learning with Lane Segment for Autonomous Driving
neural_map_prior
The official implementation of the CVPR2023 paper titled “Neural Map Prior for Autonomous Driving”.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
DALLE2-pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
mdistiller
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf
DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
Data-Free-Adversarial-Distillation
Code and pretrained models for paper: Data-Free Adversarial Distillation
pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
mae_segmentation
reproduction of semantic segmentation using masked autoencoder (mae)