Publications

2018

Video Prediction with Appearance and Motion Conditions

Yunseok Jang, Gunhee Kim and Yale Song(Microsoft AI & Research)
ICML 2018

Towards Personalized Image Captioning via Multimodal Memory Networks

Cesc Chunseong Park, Byeongchang Kim and Gunhee Kim
IEEE TPAMI 2018 DOI: 10.1109/TPAMI.2018.2824816 PDF Project

Retrieval of Sentence Sequences for an Image Stream via Coherence Recurrent Convolutional Networks

Cesc Chunseong Park, Youngjin Kim and Gunhee Kim
IEEE TPAMI (Volume: 40, Issue: 4, April 1 2018) DOI: 10.1109/TPAMI.2017.2700381 PDF Project

Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors

Junhyug Noh, Soochan Lee, Beomsu Kim and Gunhee Kim
CVPR 2018 PDF Project

A Memory Network Approach for Story-based Temporal Summarization of 360° Videos

Sangho Lee, Jinyoung Sung, Youngjae Yu and Gunhee Kim
CVPR 2018 PDF Project

A Hierarchical Latent Structure for Variational Conversation Modeling

Yookoon Park, Jaemin Cho and Gunhee Kim
NAACL HLT 2018 (Oral) PDF Project

Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks

Youngjin Kim, Minjung Kim and Gunhee Kim
ICLR 2018 PDF Project

A Deep Ranking Model for Spatio-Temporal Highlight Detection from a 360° Video

Youngjae Yu, Sangho Lee, Joonil Na, Jaeyun Kang and Gunhee Kim
AAAI 2018 (Spotlight) PDF

2017

A Read-Write Memory Network for Movie Story Understanding

Seil Na, Sangho Lee, Jisung Kim(SKT) and Gunhee Kim
ICCV 2017 PDF Project

SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization

Juyong Kim, Yookoon Park, Gunhee Kim and Sung Ju Hwang(UNIST)
ICML 2017 PDF Project

Attend to You: Personalized Image Captioning with Context Sequence Memory Networks

Cesc Chunseong Park, Byeongchang Kim and Gunhee Kim
CVPR 2017 (Spotlight) PDF Project

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering

Yunseok Jang, Yale Song(Yahoo Research), Youngjae Yu, Youngjin Kim and Gunhee Kim
CVPR 2017 (Spotlight) PDF Project

Supervising Neural Attention Models for Video Captioning by Human Gaze Data

Youngjae Yu, Jongwook Choi, Sang-Hun Lee and Gunhee Kim
CVPR 2017 PDF

End-to-end Concept Word Detection for Video Captioning, Retrieval, and Question Answering

Youngjae Yu, Hyungjin Ko, Jongwook Choi and Gunhee Kim
CVPR 2017 (Spotlight)
Winners of two tracks of LSMDC 2016(Annotation and Retrieval and Fill-in-the-Blank) Old paper, Presentation

Detection and Recognition of Text Embedded in Online Images via Neural Context Models

Chulmoo Kang, Gunhee Kim and Suk I. Yoo
AAAI 2017 PDF Project

2016

Taxonomy-Regularized Semantic Deep Convolutional Neural Networks

Wonjoon Goo, Juyong Kim, Gunhee Kim and Sung Ju Hwang(UNIST)
ECCV 2016 PDF Project

A Calibration Method for Optical See-through Head Mounted Displays with a Depth Camera

Hanseul Jun and Gunhee Kim
IEEE VR 2016 PDF Project

2015

Expressing an Image Stream with a Sequence of Natural Sentences

Cesc Chunseong Park and Gunhee Kim
NIPS 2015 PDF Project

Storyline Representation of Egocentric Videos and Its Applications to Story-based Search

Bo Xiong(UT Austin), Gunhee Kim and Leonid Sigal(Disney Research)
ICCV 2015 PDF

Dynamic Topic Modeling for Monitoring Market Competition from Online Text and Image Data

Hao Zhang(CMU), Gunhee Kim and Eric P. Xing(CMU)
KDD 2015 (Research) PDF Project

Discovering Collective Narratives of Theme Parks from Large Collections of Visitors’ Photo Streams

Gunhee Kim and Leonid Sigal(Disney Research)
KDD 2015 (Practice) PDF Project

Ranking and Retrieval of Image Sequences from Multiple Paragraph Queries

Gunhee Kim, Seungwhan Moon(CMU) and Leonid Sigal(Disney Research)
CVPR 2015 PDF Project

Joint Photo Stream and Blog Post Summarization and Exploration

Gunhee Kim, Seungwhan Moon(CMU) and Leonid Sigal(Disney Research)
CVPR 2015 PDF Project

2014

Reconstructing Storyline Graphs for Image Recommendation from Web Community Photos

Gunhee Kim and Eric P. Xing(CMU)
CVPR 2014 (Oral) PDF Project

Joint Summarization of Large-scale Collections of Web Images and Videos for Storyline Reconstruction

Gunhee Kim, Leonid Sigal(Disney Research) and Eric P. Xing(CMU)
CVPR 2014 PDF Project

Visualizing Brand Associations from Web Community Photos

Gunhee Kim and Eric P. Xing(CMU)
WSDM 2014 PDF Project

Discovering Pictorial Brand Associations from Large-Scale Online Image Data

Gunhee Kim and Eric P. Xing(CMU)
LSVisCom workshop with ICCV 2013 PDF Project

2013

Jointly Aligning and Segmenting Multiple Web Photo Streams for the Inference of Collective Photo Storylines

Gunhee Kim and Eric P. Xing(CMU)
CVPR 2013 (Oral) PDF Project

Time-Sensitive Web Image Ranking and Retrieval via Dynamic Multi-Task Regression

Gunhee Kim and Eric P. Xing(CMU)
WSDM 2013 PDF Project

2012

Web Image Prediction Using Multivariate Point Processes

Gunhee Kim, Li Fei-Fei(Stanford) and Eric P. Xing(CMU)
KDD 2012 PDF Project

On Multiple Foreground Cosegmentation

Gunhee Kim and Eric P. Xing(CMU)
CVPR 2012 (Oral) PDF Project

2011

Distributed Cosegmentation via Submodular Optimization on Anisotropic Diffusion

Gunhee Kim, Eric P. Xing(CMU), Li Fei-Fei(Stanford) and Takeo Kanade(CMU)
ICCV 2011 (Oral) PDF Project

2010

Modeling and Analysis of Dynamic Behaviors of Web Image Collections

Gunhee Kim, Eric P. Xing(CMU) and Antonio Torralba(MIT)
ECCV 2010 PDF Project

QMAS: Querying, Mining And Summarization of Multi-modal Databases

Robson L. F. Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Agma J. M. Traina, Caetano Traina Jr and Christos Faloutsos
ICDM 2010 PDF

2009

Unsupervised Detection of Regions of Interest Using Iterative Link Analysis

Gunhee Kim and Antonio Torralba(MIT)
NIPS 2009 PDF Project

Object Recognition with 3D Models

Bernd Heisele, Gunhee Kim and Andrew J. Meyer
BMVC 2009 PDF

2008

Unsupervised Modeling and Recognition of Object Categories with Combination of Visual Contents and Geometric Similarity Links

Gunhee Kim, Christos Faloutsos(CMU) and Martial Hebert(CMU)
ACM MIR 2008 (Oral) PDF Project

Unsupervised Modeling of Object Categories Using Link Analysis Techniques

Gunhee Kim, Christos Faloutsos(CMU) and Martial Hebert(CMU)
CVPR 2008 (Oral) PDF Project

Detection of Salient Regions using Imagery and 3-D Data

Gunhee Kim, Daniel Huber(CMU) and Martial Hebert(CMU)
WACV 2008 (Oral) PDF Project

Line Feature-based Object Recognition for Textureless Indoor Objects

Gunhee Kim and Martial Hebert(CMU)
ICAR 2008 Project