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SENSE: Semantically Enhanced Node Sequence Embedding


Nov 07, 2019
Swati Rallapalli, Liang Ma, Mudhakar Srivatsa, Ananthram Swami, Heesung Kwon, Graham Bent, Christopher Simpkin


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Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach


Aug 11, 2019
Zhenyu Wu, Karthik Suresh, Priya Narayanan, Hongyu Xu, Heesung Kwon, Zhangyang Wang

* Accepted to International Conference on Computer Vision (ICCV) 2019 

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Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing


Jun 13, 2019
Sungmin Eum, Heesung Kwon


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Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification


Feb 14, 2019
Colin Samplawski, Heesung Kwon, Erik Learned-Miller, Benjamin M. Marlin


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S-DOD-CNN: Doubly Injecting Spatially-Preserved Object Information for Event Recognition


Feb 11, 2019
Hyungtae Lee, Sungmin Eum, Heesung Kwon

* 5 pages 

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Is Pretraining Necessary for Hyperspectral Image Classification?


Jan 24, 2019
Hyungtae Lee, Sungmin Eum, Heesung Kwon

* IGARSS 2019 submission 

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Discovering and Generating Hard Examples for Training a Red Tide Detector


Dec 13, 2018
Hyungtae Lee, Heesung Kwon, Wonkook Kim

* 10 pages 

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DOD-CNN: Doubly-injecting Object Information for Event Recognition


Nov 07, 2018
Hyungtae Lee, Sungmin Eum, Heesung Kwon

* ICASSP 2019 submission, 5 pages 

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Object and Text-guided Semantics for CNN-based Activity Recognition


May 04, 2018
Sungmin Eum, Christopher Reale, Heesung Kwon, Claire Bonial, Clare Voss

* Submitted to ICIP 2018 

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Cross-domain CNN for Hyperspectral Image Classification


May 02, 2018
Hyungtae Lee, Sungmin Eum, Heesung Kwon

* IGARSS 2018 

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Exploitation of Semantic Keywords for Malicious Event Classification


Dec 01, 2017
Hyungtae Lee, Sungmin Eum, Joel Levis, Heesung Kwon, James Michaelis, Michael Kolodny


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ME R-CNN: Multi-Expert R-CNN for Object Detection


Dec 01, 2017
Hyungtae Lee, Sungmin Eum, Heesung Kwon

* Submit to CVPR 

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Going Deeper with Contextual CNN for Hyperspectral Image Classification


May 09, 2017
Hyungtae Lee, Heesung Kwon

* 14 pages 

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IOD-CNN: Integrating Object Detection Networks for Event Recognition


Mar 21, 2017
Sungmin Eum, Hyungtae Lee, Heesung Kwon, David Doermann

* submitted to IEEE International Conference on Image Processing 2017 

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Enhanced Object Detection via Fusion With Prior Beliefs from Image Classification


Oct 21, 2016
Yilun Cao, Hyungtae Lee, Heesung Kwon


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DTM: Deformable Template Matching


Apr 12, 2016
Hyungtae Lee, Heesung Kwon, Ryan M. Robinson, William D. Nothwang


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Fast Object Localization Using a CNN Feature Map Based Multi-Scale Search


Apr 12, 2016
Hyungtae Lee, Heesung Kwon, Archith J. Bency, William D. Nothwang


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Weakly Supervised Localization using Deep Feature Maps


Mar 29, 2016
Archith J. Bency, Heesung Kwon, Hyungtae Lee, S. Karthikeyan, B. S. Manjunath


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Dynamic Belief Fusion for Object Detection


Nov 10, 2015
Hyungtae Lee, Heesung Kwon, Ryan M. Robinson, William d. Nothwang, Amar M. Marathe

* 8 pages, 6 figures, 28 references. arXiv admin note: text overlap with arXiv:1502.07643 

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Optimal Sparse Kernel Learning for Hyperspectral Anomaly Detection


Jun 08, 2015
Zhimin Peng, Prudhvi Gurram, Heesung Kwon, Wotao Yin

* 4 pages, 1 figure, 5th workshop on Hyperspectral image and signal processing: evolution in remote sensing 

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