Researcher.YuanYuhui's Projects
Main repository for Deep Metric Learning via Lifted Structured Feature Embedding
Segmentation realize Deeperlab only segmentation part
DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.
Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.
This repository contains implementations and illustrative code to accompany DeepMind publications
Source code for our CVPR 2015 work on saliency detection by multi-context deep learning
Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
Official PyTorch implementation of Deformable Grid (ECCV 2020)
Deformable ConvNets V2 in PyTorch
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
End-to-End Object Detection with Transformers
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
The toy experient based on the DPSH paper by LiWuJun from NJU
Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
Code for Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR2020)
(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.
[CVPR 2021] Exemplar-Based Open-Set Panoptic Segmentation Network (EOPSN)
selected c++ code of the EPI interview questions
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
Embedding-based Scalable Segmentation Network
Bottom-up Object Detection by Grouping Extreme and Center Points
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
Fast JSON Processor
FCOS: Fully Convolutional One-Stage Object Detection
[CVPR '21] Official repository for Few-shot Image Generation via Cross-domain Correspondence
The open-source tool for building high-quality datasets and computer vision models
Generative Adversarial Transformers