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Boosting coherence of language models


Oct 15, 2021
Nikolay Malkin, Zhen Wang, Nebojsa Jojic


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Studying word order through iterative shuffling


Sep 10, 2021
Nikolay Malkin, Sameera Lanka, Pranav Goel, Nebojsa Jojic

* EMNLP 2021 

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Multi-Label Learning from Single Positive Labels


Jun 17, 2021
Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic

* CVPR 2021 

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Video Imprint


Jun 07, 2021
Zhanning Gao, Le Wang, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, Gang Hua

* IEEE transactions on pattern analysis and machine intelligence, 41(12), 3086-3099 (2018) 

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Compositional Processing Emerges in Neural Networks Solving Math Problems


May 19, 2021
Jacob Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao

* 7 pages, 2 figures, Accepted to CogSci 2021 for poster presentation 

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High-resolution land cover change from low-resolution labels: Simple baselines for the 2021 IEEE GRSS Data Fusion Contest


Jan 04, 2021
Nikolay Malkin, Caleb Robinson, Nebojsa Jojic

* 10 pages 

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Mining self-similarity: Label super-resolution with epitomic representations


Apr 24, 2020
Kolya Malkin, Anthony Ortiz, Caleb Robinson, Nebojsa Jojic

* Submitted to ECCV 2020 

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The GeoLifeCLEF 2020 Dataset


Apr 08, 2020
Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly

* 10 pages, 4 figures 

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Local Context Normalization: Revisiting Local Normalization


Dec 13, 2019
Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Mahmudulla Hassan, Nebojsa Jojic

* Preprint, work in progress 

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A deep active learning system for species identification and counting in camera trap images


Oct 22, 2019
Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune

* 15 pages, 5 figures 

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Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving


Oct 15, 2019
Imanol Schlag, Paul Smolensky, Roland Fernandez, Nebojsa Jojic, Jürgen Schmidhuber, Jianfeng Gao


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Human-Machine Collaboration for Fast Land Cover Mapping


Jun 26, 2019
Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic

* In submission 

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Label Super Resolution with Inter-Instance Loss


Apr 09, 2019
Maozheng Zhao, Le Hou, Han Le, Dimitris Samaras, Nebojsa Jojic, Danielle Fassler, Tahsin Kurc, Rajarsi Gupta, Kolya Malkin, Shahira Abousamra, Shroyer Kenneth, Joel Saltz


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FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary


Feb 13, 2019
Yingzhen Yang, Nebojsa Jojic, Jun Huan


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WSNet: Compact and Efficient Networks Through Weight Sampling


May 22, 2018
Xiaojie Jin, Yingzhen Yang, Ning Xu, Jianchao Yang, Nebojsa Jojic, Jiashi Feng, Shuicheng Yan

* To appear at ICML 2018 

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Iterative Refinement of the Approximate Posterior for Directed Belief Networks


Feb 20, 2018
R Devon Hjelm, Kyunghyun Cho, Junyoung Chung, Russ Salakhutdinov, Vince Calhoun, Nebojsa Jojic


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Discovering Order in Unordered Datasets: Generative Markov Networks


Feb 15, 2018
Yao-Hung Hubert Tsai, Han Zhao, Ruslan Salakhutdinov, Nebojsa Jojic


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Steering Output Style and Topic in Neural Response Generation


Sep 09, 2017
Di Wang, Nebojsa Jojic, Chris Brockett, Eric Nyberg

* EMNLP 2017 camera-ready version 

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Discriminative Similarity for Clustering and Semi-Supervised Learning


Sep 05, 2017
Yingzhen Yang, Feng Liang, Nebojsa Jojic, Shuicheng Yan, Jiashi Feng, Thomas S. Huang


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On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse Approximation


Sep 05, 2017
Yingzhen Yang, Jiashi Feng, Nebojsa Jojic, Jianchao Yang, Thomas S. Huang


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Hierarchical learning of grids of microtopics


Jun 08, 2016
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim

* To Appear in Uncertainty in Artificial Intelligence - UAI 2016 

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Capturing spatial interdependence in image features: the counting grid, an epitomic representation for bags of features


Oct 23, 2014
Alessandro Perina, Nebojsa Jojic

* The counting grid code is available at www.alessandroperina.com 

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In the sight of my wearable camera: Classifying my visual experience


Apr 26, 2013
Alessandro Perina, Nebojsa Jojic


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Learning Graphical Models of Images, Videos and Their Spatial Transformations


Jan 16, 2013
Brendan J. Frey, Nebojsa Jojic

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

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Probabilistic index maps for modeling natural signals


Jul 12, 2012
Nebojsa Jojic, Yaron Caspi, Manuel Reyes-Gomez

* Appears in Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004) 

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Discovering Patterns in Biological Sequences by Optimal Segmentation


Jun 20, 2012
Joseph Bockhorst, Nebojsa Jojic

* Appears in Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence (UAI2007) 

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Multidimensional counting grids: Inferring word order from disordered bags of words


Feb 14, 2012
Nebojsa Jojic, Alessandro Perina


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