People & Labs

Kaiming He Trail

From initialization and ResNet to Mask R-CNN, MoCo, and MAE.

CVBackbonesDetectionSSL
1
2015 · CV · Initialization
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Coming soon
2
2015 · CV · ResNet
Deep Residual Learning for Image Recognition
Coming soon
3
2016 · CV · CNN / Backbone
Identity Mappings in Deep Residual Networks
Coming soon
4
2015 · CV · Object Detection
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Coming soon
5
2017 · CV · Object Detection
Feature Pyramid Networks for Object Detection
Coming soon
6
2017 · CV · Instance Segmentation
Mask R-CNN
Coming soon
7
2018 · CV · Normalization
Group Normalization
Coming soon
8
2020 · CV · Self-Supervised Learning
Momentum Contrast for Unsupervised Visual Representation Learning
Coming soon
9
2021 · SSL · MAE
Masked Autoencoders Are Scalable Vision Learners
Coming soon