Gunhee Kim

Orcid: 0000-0002-9543-7453

According to our database1, Gunhee Kim authored at least 147 papers between 2003 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
When Meta-Learning Meets Online and Continual Learning: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024
See It All: Contextualized Late Aggregation for 3D Dense Captioning.
CoRR, 2024

Learning to Continually Learn with the Bayesian Principle.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Spherical World-Locking for Audio-Visual Localization in Egocentric Videos.
Proceedings of the Computer Vision - ECCV 2024, 2024

Bi-directional Contextual Attention for 3D Dense Captioning.
Proceedings of the Computer Vision - ECCV 2024, 2024

ESR-NeRF: Emissive Source Reconstruction Using LDR Multi-View Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Who Wrote this Code? Watermarking for Code Generation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge?
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

See It All: Contextualized Late Aggregation for 3D Dense Captioning.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
KoSBi: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Application.
CoRR, 2023

Recasting Continual Learning as Sequence Modeling.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Federated Learning via Meta-Variational Dropout.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal Distillation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

EP2P-Loc: End-to-End 3D Point to 2D Pixel Localization for Large-Scale Visual Localization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

mRedditSum: A Multimodal Abstractive Summarization Dataset of Reddit Threads with Images.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Can Language Models Laugh at YouTube Short-form Videos?
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Fusing Pre-Trained Language Models with Multimodal Prompts through Reinforcement Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

KoSBI: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Applications.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created through Human-Machine Collaboration.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

MPCHAT: Towards Multimodal Persona-Grounded Conversation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Guest Editorial Introduction to the Special Section on Video and Language.
IEEE Trans. Circuits Syst. Video Technol., 2022

SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization.
CoRR, 2022

Panoramic Vision Transformer for Saliency Detection in 360° Videos.
CoRR, 2022

LAVOLUTION: Measurement of Non-target Structural Displacement Calibrated by Structured Light.
CoRR, 2022

Multimodal Knowledge Alignment with Reinforcement Learning.
CoRR, 2022

Constrained GPI for Zero-Shot Transfer in Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Lipschitz-constrained Unsupervised Skill Discovery.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Neural Variational Dropout Processes.
Proceedings of the Tenth International Conference on Learning Representations, 2022

ProsocialDialog: A Prosocial Backbone for Conversational Agents.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Panoramic Vision Transformer for Saliency Detection in 360$^\circ $ Videos.
Proceedings of the Computer Vision - ECCV 2022, 2022

On Convergence of Lookahead in Smooth Games.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Continual Learning on Noisy Data Streams via Self-Purified Replay.
CoRR, 2021

On the Virality of Animated GIFs on Tumblr.
CoRR, 2021

Cycled Compositional Learning between Images and Text.
CoRR, 2021

Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning.
CoRR, 2021

Time Discretization-Invariant Safe Action Repetition for Policy Gradient Methods.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

How Robust are Fact Checking Systems on Colloquial Claims?
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Unsupervised Representation Learning via Neural Activation Coding.
Proceedings of the 38th International Conference on Machine Learning, 2021

Unsupervised Skill Discovery with Bottleneck Option Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

Self-Supervised Learning of Compressed Video Representations.
Proceedings of the 9th International Conference on Learning Representations, 2021

SEDONA: Search for Decoupled Neural Networks toward Greedy Block-wise Learning.
Proceedings of the 9th International Conference on Learning Representations, 2021

Parameter Efficient Multimodal Transformers for Video Representation Learning.
Proceedings of the 9th International Conference on Learning Representations, 2021

Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration.
Proceedings of the 9th International Conference on Learning Representations, 2021

Contextual Label Transformation For Scene Graph Generation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Pano-AVQA: Grounded Audio-Visual Question Answering on 360° Videos.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Viewpoint-Agnostic Change Captioning with Cycle Consistency.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Continual Learning on Noisy Data Streams via Self-Purified Replay.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Transitional Adaptation of Pretrained Models for Visual Storytelling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

StyleMix: Separating Content and Style for Enhanced Data Augmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Dual Compositional Learning in Interactive Image Retrieval.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
LID 2020: The Learning from Imperfect Data Challenge Results.
CoRR, 2020

Public Self-consciousness for Endowing Dialogue Agents with Consistent Persona.
CoRR, 2020

CurlingNet: Compositional Learning between Images and Text for Fashion IQ Data.
CoRR, 2020

A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020

Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue.
Proceedings of the 8th International Conference on Learning Representations, 2020

Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Character Grounding and Re-identification in Story of Videos and Text Descriptions.
Proceedings of the Computer Vision - ECCV 2020, 2020

Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Imbalanced Continual Learning with Partitioning Reservoir Sampling.
Proceedings of the Computer Vision - ECCV 2020, 2020

Rethinking Class Activation Mapping for Weakly Supervised Object Localization.
Proceedings of the Computer Vision - ECCV 2020, 2020

Augmenting Data for Sarcasm Detection with Unlabeled Conversation Context.
Proceedings of the Second Workshop on Figurative Language Processing, 2020

2019
Towards Personalized Image Captioning via Multimodal Memory Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Video Question Answering with Spatio-Temporal Reasoning.
Int. J. Comput. Vis., 2019

POL360: A Universal Mobile VR Motion Controller using Polarized Light.
Proceedings of the 25th ACM Symposium on Virtual Reality Software and Technology, 2019

Self-Routing Capsule Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

AudioCaps: Generating Captions for Audios in The Wild.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Abstractive Summarization of Reddit Posts with Multi-level Memory Networks.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Variational Laplace Autoencoders.
Proceedings of the 36th International Conference on Machine Learning, 2019

Curiosity-Bottleneck: Exploration By Distilling Task-Specific Novelty.
Proceedings of the 36th International Conference on Machine Learning, 2019

Discovery of Natural Language Concepts in Individual Units of CNNs.
Proceedings of the 7th International Conference on Learning Representations, 2019

Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation.
Proceedings of the 7th International Conference on Learning Representations, 2019

Automating System Configuration of Distributed Machine Learning.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Multi-Task Self-Supervised Object Detection via Recycling of Bounding Box Annotations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Retrieval of Sentence Sequences for an Image Stream via Coherence Recurrent Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

A Hierarchical Latent Structure for Variational Conversation Modeling.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Video Prediction with Appearance and Motion Conditions.
Proceedings of the 35th International Conference on Machine Learning, 2018

Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

A Joint Sequence Fusion Model for Video Question Answering and Retrieval.
Proceedings of the Computer Vision - ECCV 2018, 2018

Improving Occlusion and Hard Negative Handling for Single-Stage Pedestrian Detectors.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

A Deep Ranking Model for Spatio-Temporal Highlight Detection From a 360◦ Video.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Encoding Video and Label Priors for Multi-label Video Classification on YouTube-8M dataset.
CoRR, 2017

SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization.
Proceedings of the 34th International Conference on Machine Learning, 2017

A Read-Write Memory Network for Movie Story Understanding.
Proceedings of the IEEE International Conference on Computer Vision, 2017

End-to-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Supervising Neural Attention Models for Video Captioning by Human Gaze Data.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Attend to You: Personalized Image Captioning with Context Sequence Memory Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Detection and Recognition of Text Embedded in Online Images via Neural Context Models.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Video Captioning and Retrieval Models with Semantic Attention.
CoRR, 2016

A calibration method for optical see-through head-mounted displays with a depth camera.
Proceedings of the 2016 IEEE Virtual Reality, 2016

Taxonomy-Regularized Semantic Deep Convolutional Neural Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines.
CoRR, 2015

Expressing an Image Stream with a Sequence of Natural Sentences.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Dynamic Topic Modeling for Monitoring Market Competition from Online Text and Image Data.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Discovering Collective Narratives of Theme Parks from Large Collections of Visitors' Photo Streams.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Storyline Representation of Egocentric Videos with an Applications to Story-Based Search.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Joint photo stream and blog post summarization and exploration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Ranking and retrieval of image sequences from multiple paragraph queries.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Big/little deep neural network for ultra low power inference.
Proceedings of the 2015 International Conference on Hardware/Software Codesign and System Synthesis, 2015

2014
QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases.
Inf. Sci., 2014

Visualizing brand associations from web community photos.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Reconstructing Storyline Graphs for Image Recommendation from Web Community Photos.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Joint Summarization of Large-Scale Collections of Web Images and Videos for Storyline Reconstruction.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Time-sensitive web image ranking and retrieval via dynamic multi-task regression.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Discovering Pictorial Brand Associations from Large-Scale Online Image Data.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Jointly Aligning and Segmenting Multiple Web Photo Streams for the Inference of Collective Photo Storylines.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Web image prediction using multivariate point processes.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

On multiple foreground cosegmentation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Distributed cosegmentation via submodular optimization on anisotropic diffusion.
Proceedings of the IEEE International Conference on Computer Vision, 2011

A Guideline for an Outpatient Guidance System for Use in General Hospitals.
Proceedings of the Design, User Experience, and Usability. Theory, Methods, Tools and Practice, 2011

CheMO: mixed object instruments and interactions for tangible chemistry experiments.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
QMAS: Querying, Mining and Summarization of Multi-modal Databases.
Proceedings of the ICDM 2010, 2010

Modeling and Analysis of Dynamic Behaviors of Web Image Collections.
Proceedings of the Computer Vision - ECCV 2010, 2010

2009
Unsupervised Detection of Regions of Interest Using Iterative Link Analysis.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Context-aware communication support system with pictographic cards.
Proceedings of the 11th Conference on Human-Computer Interaction with Mobile Devices and Services, 2009

An OWL-Based Knowledge Model for Combined-Process-and-Location Aware Service.
Proceedings of the Human Interface and the Management of Information. Information and Interaction, 2009

Process and Location-Aware Information Service System for the Disabled and the Elderly.
Proceedings of the Universal Access in Human-Computer Interaction. Applications and Services, 2009

Object Recognition with 3D Models.
Proceedings of the British Machine Vision Conference, 2009

2008
Segmentation of Salient Regions in Outdoor Scenes Using Imagery and 3-D Data.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Unsupervised modeling and recognition of object categories with combination of visual contents and geometric similarity links.
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Unsupervised modeling of object categories using link analysis techniques.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Navigation Behavior Selection Using Generalized Stochastic Petri Nets for a Service Robot.
IEEE Trans. Syst. Man Cybern. Part C, 2007

Development of the multi-functional indoor service robot PSR systems.
Auton. Robots, 2007

2006
Tripodal Schematic Control Architecture for Integration of Multi-Functional Indoor Service Robots.
IEEE Trans. Ind. Electron., 2006

2005
Intellectual property management on MPEG-4 video for hand-held device and mobile video streaming service.
IEEE Trans. Consumer Electron., 2005

Experimental research of navigation behavior selection using generalized stochastic Petri nets (GSPN) for a tour-guide robot.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

A Selection Framework of Multiple Navigation Primitives Using Generalized Stochastic Petri Nets.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2004
An efficient methodology for multimedia digital rights management on mobile handset.
IEEE Trans. Consumer Electron., 2004

The autonomous tour-guide robot Jinny.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Implementation of Multi-functional Service Robots using Tripodal Schematic Control Architecture.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Integrated Navigation System for Indoor Service Robots in Large-scale Environments.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Design of a Middleware and HIML (Human Interaction Markup Language) for Context Aware Services in a Ubiquitous Computing Environment.
Proceedings of the Embedded and Ubiquitous Computing, 2004

An Effective Adaptation of Encryption on MPEG-4 Video Streams for Digital Rights Management in an Ubiquitous Computing Environment.
Proceedings of the Embedded and Ubiquitous Computing, 2004

2003
Tripodal schematic design of the control architecture for the service robot PSR.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003


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