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Hierarchical Class-Based Curriculum Loss


Jun 05, 2020
Palash Goyal, Shalini Ghosh


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Cross-modal Learning for Multi-modal Video Categorization


Mar 16, 2020
Palash Goyal, Saurabh Sahu, Shalini Ghosh, Chul Lee


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Exploiting Temporal Coherence for Multi-modal Video Categorization


Feb 07, 2020
Palash Goyal, Saurabh Sahu, Shalini Ghosh, Chul Lee


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Class-incremental Learning via Deep Model Consolidation


Mar 28, 2019
Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry Heck, Heming Zhang, C. -C. Jay Kuo


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Efficient Incremental Learning for Mobile Object Detection


Mar 26, 2019
Dawei Li, Serafettin Tasci, Shalini Ghosh, Jingwen Zhu, Junting Zhang, Larry Heck


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Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML


Mar 20, 2019
Jie Zhang, Junting Zhang, Shalini Ghosh, Dawei Li, Jingwen Zhu, Heming Zhang, Yalin Wang

* 9 pages, 6 figures 

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Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation


Feb 26, 2019
Heming Zhang, Shalini Ghosh, Larry Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C. -C. Jay Kuo


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Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention


Feb 15, 2019
Shalini Ghosh, Giedrius Burachas, Arijit Ray, Avi Ziskind


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MICIK: MIning Cross-Layer Inherent Similarity Knowledge for Deep Model Compression


Feb 03, 2019
Jie Zhang, Xiaolong Wang, Dawei Li, Shalini Ghosh, Abhishek Kolagunda, Yalin Wang

* 10 pages, 4 figures 

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Data Masking with Privacy Guarantees


Jan 08, 2019
Anh T. Pham, Shalini Ghosh, Vinod Yegneswaran


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Time Series Deinterleaving of DNS Traffic


Jul 16, 2018
Amir Asiaee, Hardik Goel, Shalini Ghosh, Vinod Yegneswaran, Arindam Banerjee


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Trusted Neural Networks for Safety-Constrained Autonomous Control


May 18, 2018
Shalini Ghosh, Amaury Mercier, Dheeraj Pichapati, Susmit Jha, Vinod Yegneswaran, Patrick Lincoln


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A Unified Framework for Domain Adaptation using Metric Learning on Manifolds


Apr 28, 2018
Sridhar Mahadevan, Bamdev Mishra, Shalini Ghosh


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Contextual LSTM (CLSTM) models for Large scale NLP tasks


May 31, 2016
Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry Heck


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ARSENAL: Automatic Requirements Specification Extraction from Natural Language


Apr 20, 2016
Shalini Ghosh, Daniel Elenius, Wenchao Li, Patrick Lincoln, Natarajan Shankar, Wilfried Steiner


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Virus Detection in Multiplexed Nanowire Arrays using Hidden Semi-Markov models


Jul 16, 2014
Shalini Ghosh, Patrick Lincoln, Christian Petersen, Alfonso Valdes


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