People

Xinlei Chen

Research Scientist

I joined as a Research Scientist at Facebook AI Research, Menlo Park in Feb 2018. Previously, I received a PhD in Computer Vision and Natural Language Processing from Carnegie Mellon University in 2018 under the supervision of Abhinav Gupta. Before that, I obtained a BE from Zhejiang University, China in 2012.

Interests

Computer vision, natural language processing, and machine learning.

Latest Publications

ICCV - October 10, 2021

An Empirical Study of Training Self-Supervised Vision Transformers

Xinlei Chen, Saining Xie, Kaiming He

ICML - June 30, 2021

Understanding Self-supervised Learning Dynamics without Contrastive Pairs

Yuandong Tian, Xinlei Chen, Surya Ganguli

CVPR - June 25, 2021

Exploring Simple Siamese Representation Learning

Xinlei Chen, Kaiming He

CVPR - June 21, 2021

KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA

Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach

ECCV - August 23, 2020

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation

Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra, Devi Parikh, Amanpreet Singh

CVPR - June 14, 2020

ImVoteNet: Boosting 3D Object Detection in Point Clouds with Image Votes

Charles R. Qi, Xinlei Chen, Or Litany, Leonidas J. Guibas

CVPR - June 14, 2020

In Defense of Grid Features for Visual Question Answering

Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik Learned-Miller, Xinlei Chen

ICCV - October 28, 2019

TensorMask: A Foundation for Dense Object Segmentation

Xinlei Chen, Ross Girshick, Kaiming He, Piotr Dollár

ICCV - October 27, 2019

Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation

Yuyin Zhou, Zhe Li, Song Bai, Chong Wang, Xinlei Chen, Mei Han, Elliot Fishman, Alan Yuille

ICCV - October 27, 2019

NoCaps: Novel object captioning at scale

Harsh Agrawal, Karan Desai, Yufei Wang, Xinlei Chen, Rishabh Jain, Mark Johnson, Dhruv Batra, Devi Parikh, Stefan Lee, Peter Anderson

ICCV - October 27, 2019

Embodied Amodal Recognition: Learning to Move to Perceive Objects

Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David J. Crandall, Devi Parikh, Dhruv Batra

ICCV - October 27, 2019

Order-Aware Generative Modeling Using the 3D-Craft Dataset

Zhuoyuan Chen, Demi Guo, Tong Xiao, Saining Xie, Xinlei Chen, Haonan Yu, Jonathan Gray, Kavya Srinet, Haoqi Fan, Jerry Ma, Charles R. Qi, Shubham Tulsiani, Arthur Szlam, Larry Zitnick

ACL - July 28, 2019

CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication

Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen, Marcus Rohrbach, Byoung-Tak Zhang, Yuandong Tian, Dhruv Batra, Devi Parikh

CVPR - June 18, 2019

Grounded Video Description

Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach

CVPR - June 16, 2019

Towards VQA Models That Can Read

Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach

CVPR - June 7, 2019

Cycle-Consistency for Robust Visual Question Answering

Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh