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Revisiting Mid-Level Patterns for Distant-Domain Few-Shot Recognition

Aug 07, 2020
Yixiong Zou, Shanghang Zhang, José M. F. Moura, JianPeng Yu, Yonghong Tian


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Compositional Few-Shot Recognition with Primitive Discovery and Enhancing

May 26, 2020
Yixiong Zou, Shanghang Zhang, Ke Chen, José M. F. Moura, Yaowei Wang, Yonghong Tian


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Evaluating and Aggregating Feature-based Model Explanations

May 01, 2020
Umang Bhatt, Adrian Weller, José M. F. Moura

* Accepted at IJCAI 2020 

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Pooling in Graph Convolutional Neural Networks

Apr 07, 2020
Mark Cheung, John Shi, Lavender Yao Jiang, Oren Wright, José M. F. Moura

* 5 pages, 2 figures, 2019 Asilomar Conference paper 

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Explainable Machine Learning in Deployment

Sep 13, 2019
Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, Peter Eckersley


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Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data

Sep 12, 2019
Yang Li, José M. F. Moura


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CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog

Mar 07, 2019
Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach

* 13 pages, 11 figures, 3 tables, accepted as short paper at NAACL 2019 

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Visual Coreference Resolution in Visual Dialog using Neural Module Networks

Sep 06, 2018
Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach

* ECCV 2018 + results on VisDial v1.0 dataset 

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Single Index Latent Variable Models for Network Topology Inference

Jun 28, 2018
Jonathan Mei, José M. F. Moura

* arXiv admin note: substantial text overlap with arXiv:1705.03536 

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EigenNetworks

Jun 05, 2018
Jonathan Mei, José M. F. Moura


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SILVar: Single Index Latent Variable Models

Mar 24, 2018
Jonathan Mei, José M. F. Moura

* Print ISSN: 1053-587X Online ISSN: 1941-0476, IEEE Transactions on Signal Processing, online March 21, 2018 

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Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation

Dec 29, 2017
Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura

* 38 pages 

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Convergence analysis of belief propagation for pairwise linear Gaussian models

Nov 18, 2017
Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura

* published in GlobalSIP 2017, Montreal, Canada. arXiv admin note: text overlap with arXiv:1704.03969 

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Multiple Source Domain Adaptation with Adversarial Training of Neural Networks

Oct 27, 2017
Han Zhao, Shanghang Zhang, Guanhang Wu, João P. Costeira, José M. F. Moura, Geoffrey J. Gordon


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Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog

Aug 20, 2017
Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra

* 9 pages, 7 figures, 2 tables, accepted at EMNLP 2017 as short paper 

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Visual Dialog

Aug 01, 2017
Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra

* 23 pages, 18 figures, CVPR 2017 camera-ready, results on VisDial v0.9 dataset, Webpage: http://visualdialog.org 

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FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras

Aug 01, 2017
Shanghang Zhang, Guanhang Wu, João P. Costeira, José M. F. Moura

* Accepted by International Conference on Computer Vision (ICCV), 2017 

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Understanding Traffic Density from Large-Scale Web Camera Data

Jun 30, 2017
Shanghang Zhang, Guanhang Wu, João P. Costeira, José M. F. Moura

* Accepted by CVPR 2017. Preprint version was uploaded on http://welcome.isr.tecnico.ulisboa.pt/publications/understanding-traffic-density-from-large-scale-web-camera-data/ 

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Convergence analysis of the information matrix in Gaussian belief propagation

Apr 13, 2017
Jian Du, Shaodan Ma, Yik-Chung Wu, Soummya Kar, José M. F. Moura

* arXiv admin note: substantial text overlap with arXiv:1611.02010 

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Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning

Mar 21, 2017
Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra

* 11 pages, 4 figures, 2 tables, webpage: http://visualdialog.org/ 

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Signal Processing on Graphs: Causal Modeling of Unstructured Data

Feb 08, 2017
Jonathan Mei, José M. F. Moura

* IEEE Transactions on Signal Processing, vol. 65, no. 8, pp. 2077-2092, April 15, 2017 

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Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes

Jun 29, 2016
Satwik Kottur, Ramakrishna Vedantam, José M. F. Moura, Devi Parikh

* 15 pages, 11 figures 

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Signal Recovery on Graphs: Variation Minimization

May 29, 2015
Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovačević

* To appear on IEEE Transactions on Signal Processing 

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Finding Non-overlapping Clusters for Generalized Inference Over Graphical Models

Mar 18, 2012
Divyanshu Vats, José M. F. Moura

* IEEE Transactions on Signal Processing, vol. 60, no. 12, pp 6368-6381, Dec 2012 
* Extended the previous version to include extensive numerical simulations. See http://www.ima.umn.edu/~dvats/GeneralizedInference.html for code and data 

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