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Inferring Black Hole Properties from Astronomical Multivariate Time Series with Bayesian Attentive Neural Processes

Jun 18, 2021
Ji Won Park, Ashley Villar, Yin Li, Yan-Fei Jiang, Shirley Ho, Joshua Yao-Yu Lin, Philip J. Marshall, Aaron Roodman

* 6 pages, 4 figures, 1 table, written for non-astronomers, submitted to the ICML 2021 Time Series and Uncertainty and Robustness in Deep Learning Workshops. Comments welcome! Added affiliations and references for Fig 1 

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Egocentric Activity Recognition and Localization on a 3D Map

May 27, 2021
Miao Liu, Lingni Ma, Kiran Somasundaram, Yin Li, Kristen Grauman, James M. Rehg, Chao Li

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AI-assisted super-resolution cosmological simulations II: Halo substructures, velocities and higher order statistics

May 03, 2021
Yueying Ni, Yin Li, Patrick Lachance, Rupert A. C. Croft, Tiziana Di Matteo, Simeon Bird, Yu Feng

* 13 pages, 11 figures, comments welcome 

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Prism: Private Verifiable Set Computation over Multi-Owner Outsourced Databases

Apr 07, 2021
Yin Li, Dhrubajyoti Ghosh, Peeyush Gupta, Sharad Mehrotra, Nisha Panwar, Shantanu Sharma

* This paper has been accepted in ACM SIGMOD 2021 

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Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention

Mar 05, 2021
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh

* AAAI 2021; Code and supplement available at 

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Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning

Nov 17, 2020
Bin Li, Yin Li, Kevin W. Eliceiri

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ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles

Oct 21, 2020
Ran Xu, Chen-lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi

* Accepted to appear at the 18th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2020 

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AI-assisted super-resolution cosmological simulations

Oct 13, 2020
Yin Li, Yueying Ni, Rupert A. C. Croft, Tiziana Di Matteo, Simeon Bird, Yu Feng

* 12 pages, 8 figures 

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Comprehensive Image Captioning via Scene Graph Decomposition

Jul 23, 2020
Yiwu Zhong, Liwei Wang, Jianshu Chen, Dong Yu, Yin Li

* Accepted to ECCV 2020 

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Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation

Jul 03, 2020
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu

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In the Eye of the Beholder: Gaze and Actions in First Person Video

May 31, 2020
Yin Li, Miao Liu, James M. Rehg

* Submitted to TPAMI 

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Interpretable and Accurate Fine-grained Recognition via Region Grouping

May 21, 2020
Zixuan Huang, Yin Li

* Accepted to CVPR 2020 (Oral) 

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Gradients as Features for Deep Representation Learning

Apr 12, 2020
Fangzhou Mu, Yingyu Liang, Yin Li

* ICLR 2020 conference paper 

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Forecasting Human Object Interaction: Joint Prediction of Motor Attention and Egocentric Activity

Nov 25, 2019
Miao Liu, Siyu Tang, Yin Li, James Rehg

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Semi Supervised Phrase Localization in a Bidirectional Caption-Image Retrieval Framework

Aug 08, 2019
Deepan Das, Noor Mohammed Ghouse, Shashank Verma, Yin Li

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Paying More Attention to Motion: Attention Distillation for Learning Video Representations

Apr 05, 2019
Miao Liu, Xin Chen, Yun Zhang, Yin Li, James M. Rehg

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Learning to Predict the Cosmological Structure Formation

Nov 15, 2018
Siyu He, Yin Li, Yu Feng, Shirley Ho, Siamak Ravanbakhsh, Wei Chen, Barnabás Póczos

* 7 pages, 5 figures, 1 table 

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Deep Crisp Boundaries: From Boundaries to Higher-level Tasks

Oct 09, 2018
Yupei Wang, Xin Zhao, Yin Li, Kaiqi Huang

* Accepted by IEEE Trans. on Image Processing 

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Learning to Grasp Without Seeing

May 10, 2018
Adithyavairavan Murali, Yin Li, Dhiraj Gandhi, Abhinav Gupta

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Learning Two-Branch Neural Networks for Image-Text Matching Tasks

May 01, 2018
Liwei Wang, Yin Li, Jing Huang, Svetlana Lazebnik

* accepted version in TPAMI 2018 

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Learning Deep Structure-Preserving Image-Text Embeddings

Apr 14, 2016
Liwei Wang, Yin Li, Svetlana Lazebnik

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Unsupervised Learning of Edges

Apr 10, 2016
Yin Li, Manohar Paluri, James M. Rehg, Piotr Dollár

* Camera ready version for CVPR 2016 

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The Secrets of Salient Object Segmentation

Jun 12, 2014
Yin Li, Xiaodi Hou, Christof Koch, James M. Rehg, Alan L. Yuille

* 15 pages, 8 figures. Conference version was accepted by CVPR 2014 

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