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  • 🔭 I am presently focusing on addressing fundamental problems in the area of AIGC. My work includes text-to-image generation/editing, text-to-video generation, training large language models (LLMs) using Megatron-LLM, and applying LLMs to visual content generation and comprehension. Additionally, I am working on unifying the understanding and generation/editing of image, video, and point-cloud data, with a particular emphasis on fundamental visual understanding tasks, such as semantic and panoptic segmentation, object detection, and visual generation tasks like image, video, and 3D-NeRF generation, at Microsoft Research Asia.

Researcher.YuanYuhui's Projects

deeplab2 icon deeplab2

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.

deeplabv3plus-pytorch icon deeplabv3plus-pytorch

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.

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepsaldet icon deepsaldet

Source code for our CVPR 2015 work on saliency detection by multi-context deep learning

deepsim icon deepsim

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

detr icon detr

End-to-End Object Detection with Transformers

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dtr-prototype icon dtr-prototype

Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616

dynconv icon dynconv

Code for Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR2020)

eccv2020_diva_multifeature_dml icon eccv2020_diva_multifeature_dml

(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.

eopsn icon eopsn

[CVPR 2021] Exemplar-Based Open-Set Panoptic Segmentation Network (EOPSN)

epi icon epi

selected c++ code of the EPI interview questions

esm icon esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

essnet icon essnet

Embedding-based Scalable Segmentation Network

extremenet icon extremenet

Bottom-up Object Detection by Grouping Extreme and Center Points

falconn icon falconn

FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)

fcos icon fcos

FCOS: Fully Convolutional One-Stage Object Detection

fiftyone icon fiftyone

The open-source tool for building high-quality datasets and computer vision models

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