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An Empirical Study of Training Self-Supervised Visual Transformers


Apr 05, 2021
Xinlei Chen, Saining Xie, Kaiming He

* Technical report, 10 pages 

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Understanding self-supervised Learning Dynamics without Contrastive Pairs


Feb 12, 2021
Yuandong Tian, Xinlei Chen, Surya Ganguli


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


Dec 20, 2020
Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach


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Exploring Simple Siamese Representation Learning


Nov 20, 2020
Xinlei Chen, Kaiming He

* Technical report, 10 pages 

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Understanding Self-supervised Learning with Dual Deep Networks


Oct 22, 2020
Yuandong Tian, Lantao Yu, Xinlei Chen, Surya Ganguli


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


Jul 20, 2020
Medhini Narasimhan, Erik Wijmans, Xinlei Chen, Trevor Darrell, Dhruv Batra, Devi Parikh, Amanpreet Singh

* Published at the European Conference on Computer Vision, 2020 

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Overcoming Statistical Shortcuts for Open-ended Visual Counting


Jul 01, 2020
Corentin Dancette, Remi Cadene, Xinlei Chen, Matthieu Cord

* 17 pages, 8 figures 

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Revisiting Modulated Convolutions for Visual Counting and Beyond


Apr 24, 2020
Duy-Kien Nguyen, Vedanuj Goswami, Xinlei Chen


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Improved Baselines with Momentum Contrastive Learning


Mar 09, 2020
Xinlei Chen, Haoqi Fan, Ross Girshick, Kaiming He

* Tech report, 2 pages + references 

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


Jan 29, 2020
Charles R. Qi, Xinlei Chen, Or Litany, Leonidas J. Guibas


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In Defense of Grid Features for Visual Question Answering


Jan 10, 2020
Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik Learned-Miller, Xinlei Chen


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Towards VQA Models That Can Read


May 13, 2019
Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach

* CVPR 2019 

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


Apr 12, 2019
Yuyin Zhou, Zhe Li, Song Bai, Chong Wang, Xinlei Chen, Mei Han, Elliot Fishman, Alan Yuille

* Tech Report 

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Multi-Target Embodied Question Answering


Apr 09, 2019
Licheng Yu, Xinlei Chen, Georgia Gkioxari, Mohit Bansal, Tamara L. Berg, Dhruv Batra

* 10 pages, 6 figures 

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Embodied Visual Recognition


Apr 09, 2019
Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David Crandall, Devi Parikh, Dhruv Batra

* 14 pages, 13 figures, technical report 

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TensorMask: A Foundation for Dense Object Segmentation


Mar 28, 2019
Xinlei Chen, Ross Girshick, Kaiming He, Piotr Dollár

* 12 pages, technical report 

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Cycle-Consistency for Robust Visual Question Answering


Feb 15, 2019
Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh

* Technical Report 

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nocaps: novel object captioning at scale


Dec 20, 2018
Harsh Agrawal, Karan Desai, Xinlei Chen, Rishabh Jain, Dhruv Batra, Devi Parikh, Stefan Lee, Peter Anderson


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Grounded Video Description


Dec 17, 2018
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach

* 19 pages including Appendix 

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Pythia v0.1: the Winning Entry to the VQA Challenge 2018


Jul 27, 2018
Yu Jiang, Vivek Natarajan, Xinlei Chen, Marcus Rohrbach, Dhruv Batra, Devi Parikh


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Iterative Visual Reasoning Beyond Convolutions


Mar 29, 2018
Xinlei Chen, Li-Jia Li, Li Fei-Fei, Abhinav Gupta

* CVPR 2018 

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Spatial Memory for Context Reasoning in Object Detection


Apr 13, 2017
Xinlei Chen, Abhinav Gupta

* Draft submitted to ICCV 2017 

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PixelNet: Representation of the pixels, by the pixels, and for the pixels


Feb 21, 2017
Aayush Bansal, Xinlei Chen, Bryan Russell, Abhinav Gupta, Deva Ramanan

* Project Page: http://www.cs.cmu.edu/~aayushb/pixelNet/. arXiv admin note: substantial text overlap with arXiv:1609.06694 

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An Implementation of Faster RCNN with Study for Region Sampling


Feb 08, 2017
Xinlei Chen, Abhinav Gupta

* Technical Report, 3 pages 

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PixelNet: Towards a General Pixel-level Architecture


Sep 21, 2016
Aayush Bansal, Xinlei Chen, Bryan Russell, Abhinav Gupta, Deva Ramanan


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Learning Visual Storylines with Skipping Recurrent Neural Networks


Jul 26, 2016
Gunnar A. Sigurdsson, Xinlei Chen, Abhinav Gupta

* European Conference on Computer Vision (ECCV) 2016 

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Visualizing and Understanding Neural Models in NLP


Jan 08, 2016
Jiwei Li, Xinlei Chen, Eduard Hovy, Dan Jurafsky


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