Xin Wang

BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

Fisher Yu, Haofeng Chen, Xin Wang et al. · 2020 · 2.1K citations

Engineering, Machine Learning, Image Analysis +18

BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

Fisher Yu, Haofeng Chen, Xin Wang et al. · arXiv (Cornell University) · 2018 · 204 citations · Full text

Engineering, Machine Learning, Image Analysis +18

Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks

Urs Köster, Tristan J. Webb, Xin Wang et al. · Neural Information Processing Systems · 2017 · 141 citations

Artificial Intelligence, Flexpoint Tensors, Deep Neural Networks +13

DETReg: Unsupervised Pretraining with Region Priors for Object Detection

Amir Bar, Xin Wang, Vadim Kantorov et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 129 citations

Few-shot Learning, Scene Analysis, Image Analysis +15

Parameter Efficient Training of Deep Convolutional Neural Networks by Dynamic Sparse Reparameterization

Hesham Mostafa, Xin Wang · arXiv (Cornell University) · 2019 · 123 citations · Full text

Convolutional Neural Network, Sparse Representation, Machine Vision +15