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The Trade-Offs of Private Prediction

Jul 09, 2020
Laurens van der Maaten, Awni Hannun


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Forward Prediction for Physical Reasoning

Jun 18, 2020
Rohit Girdhar, Laura Gustafson, Aaron Adcock, Laurens van der Maaten


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Secure multiparty computations in floating-point arithmetic

Jan 09, 2020
Chuan Guo, Awni Hannun, Brian Knott, Laurens van der Maaten, Mark Tygert, Ruiyu Zhu

* 31 pages, 13 figures, 6 tables 

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Convolutional Networks with Dense Connectivity

Jan 08, 2020
Gao Huang, Zhuang Liu, Geoff Pleiss, Laurens van der Maaten, Kilian Q. Weinberger

* Journal(PAMI) version of DenseNet(CVPR'17) 

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Measuring Dataset Granularity

Dec 21, 2019
Yin Cui, Zeqi Gu, Dhruv Mahajan, Laurens van der Maaten, Serge Belongie, Ser-Nam Lim

* Code is available at: https://github.com/richardaecn/dataset-granularity 

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Self-Supervised Learning of Pretext-Invariant Representations

Dec 04, 2019
Ishan Misra, Laurens van der Maaten


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SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning

Nov 16, 2019
Yan Wang, Wei-Lun Chao, Kilian Q. Weinberger, Laurens van der Maaten


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Certified Data Removal from Machine Learning Models

Nov 11, 2019
Chuan Guo, Tom Goldstein, Awni Hannun, Laurens van der Maaten

* Submitted to AISTATS 2020 

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Privacy-Preserving Contextual Bandits

Oct 14, 2019
Awni Hannun, Brian Knott, Shubho Sengupta, Laurens van der Maaten


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PHYRE: A New Benchmark for Physical Reasoning

Aug 15, 2019
Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross Girshick


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Does Object Recognition Work for Everyone?

Jun 18, 2019
Terrance DeVries, Ishan Misra, Changhan Wang, Laurens van der Maaten


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Defense Against Adversarial Images using Web-Scale Nearest-Neighbor Search

Mar 05, 2019
Abhimanyu Dubey, Laurens van der Maaten, Zeki Yalniz, Yixuan Li, Dhruv Mahajan

* CVPR 2019 Oral presentation; camera-ready with supplement (14 pages) 

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Binary Image Selection (BISON): Interpretable Evaluation of Visual Grounding

Jan 19, 2019
Hexiang Hu, Ishan Misra, Laurens van der Maaten


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Feature Denoising for Improving Adversarial Robustness

Dec 09, 2018
Cihang Xie, Yuxin Wu, Laurens van der Maaten, Alan Yuille, Kaiming He

* tech report 

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Anytime Stereo Image Depth Estimation on Mobile Devices

Oct 26, 2018
Yan Wang, Zihang Lai, Gao Huang, Brian H. Wang, Laurens van der Maaten, Mark Campbell, Kilian Q. Weinberger

* Submmited of ICRA2019 

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CondenseNet: An Efficient DenseNet using Learned Group Convolutions

Jun 07, 2018
Gao Huang, Shichen Liu, Laurens van der Maaten, Kilian Q. Weinberger


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Multi-Scale Dense Networks for Resource Efficient Image Classification

Jun 07, 2018
Gao Huang, Danlu Chen, Tianhong Li, Felix Wu, Laurens van der Maaten, Kilian Q. Weinberger


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Exploring the Limits of Weakly Supervised Pretraining

May 02, 2018
Dhruv Mahajan, Ross Girshick, Vignesh Ramanathan, Kaiming He, Manohar Paluri, Yixuan Li, Ashwin Bharambe, Laurens van der Maaten

* Technical report 

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Densely Connected Convolutional Networks

Jan 28, 2018
Gao Huang, Zhuang Liu, Laurens van der Maaten, Kilian Q. Weinberger

* CVPR 2017 

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Countering Adversarial Images using Input Transformations

Jan 25, 2018
Chuan Guo, Mayank Rana, Moustapha Cisse, Laurens van der Maaten

* 12 pages, 6 figures, submitted to ICLR 2018 

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Learning by Asking Questions

Dec 04, 2017
Ishan Misra, Ross Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten


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3D Semantic Segmentation with Submanifold Sparse Convolutional Networks

Nov 28, 2017
Benjamin Graham, Martin Engelcke, Laurens van der Maaten

* arXiv admin note: text overlap with arXiv:1706.01307 

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Separating Self-Expression and Visual Content in Hashtag Supervision

Nov 27, 2017
Andreas Veit, Maximilian Nickel, Serge Belongie, Laurens van der Maaten


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Learning Visual N-Grams from Web Data

Aug 06, 2017
Ang Li, Allan Jabri, Armand Joulin, Laurens van der Maaten


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Memory-Efficient Implementation of DenseNets

Jul 21, 2017
Geoff Pleiss, Danlu Chen, Gao Huang, Tongcheng Li, Laurens van der Maaten, Kilian Q. Weinberger

* Technical report 

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Submanifold Sparse Convolutional Networks

Jun 05, 2017
Benjamin Graham, Laurens van der Maaten

* 10 pages 

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Inferring and Executing Programs for Visual Reasoning

May 10, 2017
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick


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CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Dec 20, 2016
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick


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