Kim, Gunhee

79 publications

ICCV 2025 ChartCap: Mitigating Hallucination of Dense Chart Captioning Junyoung Lim, Jaewoo Ahn, Gunhee Kim

ICLR 2025 Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning Jaehyeon Son, Soochan Lee, Gunhee Kim

ICCV 2025 FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields Junhyeog Yun, Minui Hong, Gunhee Kim

NeurIPS 2025 Gaze Beyond the Frame: Forecasting Egocentric 3D Visual Span Heeseung Yun, Joonil Na, Jaeyeon Kim, Calvin Murdock, Gunhee Kim

CVPR 2025 HalLoc: Token-Level Localization of Hallucinations for Vision Language Models Eunkyu Park, Minyeong Kim, Gunhee Kim

ICML 2025 How to Move Your Dragon: Text-to-Motion Synthesis for Large-Vocabulary Objects Wonkwang Lee, Jongwon Jeong, Taehong Moon, Hyeon-Jong Kim, Jaehyeon Kim, Gunhee Kim, Byeong-Uk Lee

ICLR 2025 Meta-Continual Learning of Neural Fields Seungyoon Woo, Junhyeog Yun, Gunhee Kim

CVPR 2025 ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams Chris Dongjoo Kim, Jihwan Moon, Sangwoo Moon, Heeseung Yun, Sihaeng Lee, Aniruddha Kembhavi, Soonyoung Lee, Gunhee Kim, Sangho Lee, Christopher Clark

ICLR 2025 ViSAGe: Video-to-Spatial Audio Generation Jaeyeon Kim, Heeseung Yun, Gunhee Kim

ECCV 2024 Bi-Directional Contextual Attention for 3D Dense Captioning Minjung Kim, Hyung Suk Lim, Soonyoung Lee, Bumsoo Kim, Gunhee Kim

ICLR 2024 Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning Yeda Song, Dongwook Lee, Gunhee Kim

CVPR 2024 ESR-NeRF: Emissive Source Reconstruction Using LDR Multi-View Images Jinseo Jeong, Junseo Koo, Qimeng Zhang, Gunhee Kim

NeurIPS 2024 FedAvP: Augment Local Data via Shared Policy in Federated Learning Minui Hong, Junhyeog Yun, Insu Jeon, Gunhee Kim

ICML 2024 Learning to Continually Learn with the Bayesian Principle Soochan Lee, Hyeonseong Jeon, Jaehyeon Son, Gunhee Kim

TMLR 2024 Meta-Learning Approach for Joint Multimodal Signals with Multimodal Iterative Adaptation Sehun Lee, Wonkwang Lee, Gunhee Kim

NeurIPS 2024 Sample Selection via Contrastive Fragmentation for Noisy Label Regression Chris Dongjoo Kim, Sangwoo Moon, Jihwan Moon, Dongyeon Woo, Gunhee Kim

ECCV 2024 Spherical World-Locking for Audio-Visual Localization in Egocentric Videos Heeseung Yun, Ruohan Gao, Ishwarya Ananthabhotla, Anurag Kumar, Jacob Donley, Chao Li, Gunhee Kim, Vamsi Krishna Ithapu, Calvin Murdock

NeurIPS 2023 Benchmark of Machine Learning Force Fields for Semiconductor Simulations: Datasets, Metrics, and Comparative Analysis Geonu Kim, Byunggook Na, Gunhee Kim, Hyuntae Cho, Seungjin Kang, Hee Sun Lee, Saerom Choi, Heejae Kim, Seungwon Lee, Yongdeok Kim

ICCV 2023 Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal Distillation Heeseung Yun, Joonil Na, Gunhee Kim

ICCV 2023 EP2P-Loc: End-to-End 3D Point to 2D Pixel Localization for Large-Scale Visual Localization Minjung Kim, Junseo Koo, Gunhee Kim

NeurIPS 2023 Federated Learning via Meta-Variational Dropout Insu Jeon, Minui Hong, Junhyeog Yun, Gunhee Kim

CVPR 2023 Fusing Pre-Trained Language Models with Multimodal Prompts Through Reinforcement Learning Youngjae Yu, Jiwan Chung, Heeseung Yun, Jack Hessel, Jae Sung Park, Ximing Lu, Rowan Zellers, Prithviraj Ammanabrolu, Ronan Le Bras, Gunhee Kim, Yejin Choi

NeurIPS 2023 Recasting Continual Learning as Sequence Modeling Soochan Lee, Jaehyeon Son, Gunhee Kim

AISTATS 2022 On Convergence of Lookahead in Smooth Games Junsoo Ha, Gunhee Kim

NeurIPS 2022 Constrained GPI for Zero-Shot Transfer in Reinforcement Learning Jaekyeom Kim, Seohong Park, Gunhee Kim

ICLR 2022 Lipschitz-Constrained Unsupervised Skill Discovery Seohong Park, Jongwook Choi, Jaekyeom Kim, Honglak Lee, Gunhee Kim

ICLR 2022 Neural Variational Dropout Processes Insu Jeon, Youngjin Park, Gunhee Kim

ECCV 2022 Panoramic Vision Transformer for Saliency Detection in 360° Videos Heeseung Yun, Sehun Lee, Gunhee Kim

ICCV 2021 ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel, Gal Chechik, Yale Song

ICCV 2021 Continual Learning on Noisy Data Streams via Self-Purified Replay Chris Dongjoo Kim, Jinseo Jeong, Sangwoo Moon, Gunhee Kim

ICLR 2021 Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration Jaekyeom Kim, Minjung Kim, Dongyeon Woo, Gunhee Kim

AAAI 2021 Dual Compositional Learning in Interactive Image Retrieval Jongseok Kim, Youngjae Yu, Hoeseong Kim, Gunhee Kim

AAAI 2021 IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks Insu Jeon, Wonkwang Lee, Myeongjang Pyeon, Gunhee Kim

ICCV 2021 Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos Heeseung Yun, Youngjae Yu, Wonsuk Yang, Kangil Lee, Gunhee Kim

ICLR 2021 Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas Breuel, Jan Kautz, Yale Song

ICLR 2021 SEDONA: Search for Decoupled Neural Networks Toward Greedy Block-Wise Learning Myeongjang Pyeon, Jihwan Moon, Taeyoung Hahn, Gunhee Kim

ICLR 2021 Self-Supervised Learning of Compressed Video Representations Youngjae Yu, Sangho Lee, Gunhee Kim, Yale Song

CVPR 2021 StyleMix: Separating Content and Style for Enhanced Data Augmentation Minui Hong, Jinwoo Choi, Gunhee Kim

NeurIPS 2021 Time Discretization-Invariant Safe Action Repetition for Policy Gradient Methods Seohong Park, Jaekyeom Kim, Gunhee Kim

CVPR 2021 Transitional Adaptation of Pretrained Models for Visual Storytelling Youngjae Yu, Jiwan Chung, Heeseung Yun, Jongseok Kim, Gunhee Kim

ICML 2021 Unsupervised Representation Learning via Neural Activation Coding Yookoon Park, Sangho Lee, Gunhee Kim, David Blei

ICML 2021 Unsupervised Skill Discovery with Bottleneck Option Learning Jaekyeom Kim, Seohong Park, Gunhee Kim

ICCV 2021 Viewpoint-Agnostic Change Captioning with Cycle Consistency Hoeseong Kim, Jongseok Kim, Hyungseok Lee, Hyunsung Park, Gunhee Kim

ICLR 2020 A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning Soochan Lee, Junsoo Ha, Dongsu Zhang, Gunhee Kim

ECCV 2020 Character Grounding and Re-Identification in Story of Videos and Text Descriptions Youngjae Yu, Jongseok Kim, Heeseung Yun, Jiwan Chung, Gunhee Kim

ECCV 2020 Imbalanced Continual Learning with Partitioning Reservoir Sampling Chris Dongjoo Kim, Jinseo Jeong, Gunhee Kim

ECCV 2020 Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot Learning Jaekyeom Kim, Hyoungseok Kim, Gunhee Kim

ECCV 2020 Rethinking Class Activation Mapping for Weakly Supervised Object Localization Wonho Bae, Junhyug Noh, Gunhee Kim

ICLR 2020 Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue Byeongchang Kim, Jaewoo Ahn, Gunhee Kim

ICML 2019 Curiosity-Bottleneck: Exploration by Distilling Task-Specific Novelty Youngjin Kim, Wontae Nam, Hyunwoo Kim, Ji-Hoon Kim, Gunhee Kim

ICLR 2019 Discovery of Natural Language Concepts in Individual Units of CNNs Seil Na, Yo Joong Choe, Dong-Hyun Lee, Gunhee Kim

ICLR 2019 Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation Soochan Lee, Junsoo Ha, Gunhee Kim

NeurIPS 2019 Self-Routing Capsule Networks Taeyoung Hahn, Myeongjang Pyeon, Gunhee Kim

ICML 2019 Variational Laplace Autoencoders Yookoon Park, Chris Kim, Gunhee Kim

AAAI 2018 A Deep Ranking Model for Spatio-Temporal Highlight Detection from a 360◦ Video Youngjae Yu, Sangho Lee, Joonil Na, Jaeyun Kang, Gunhee Kim

ECCV 2018 A Joint Sequence Fusion Model for Video Question Answering and Retrieval Youngjae Yu, Jongseok Kim, Gunhee Kim

ICLR 2018 Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks Youngjin Kim, Minjung Kim, Gunhee Kim

ICML 2018 Video Prediction with Appearance and Motion Conditions Yunseok Jang, Gunhee Kim, Yale Song

ICCV 2017 A Read-Write Memory Network for Movie Story Understanding Seil Na, Sangho Lee, Jisung Kim, Gunhee Kim

CVPR 2017 Attend to You: Personalized Image Captioning with Context Sequence Memory Networks Cesc Chunseong Park, Byeongchang Kim, Gunhee Kim

AAAI 2017 Detection and Recognition of Text Embedded in Online Images via Neural Context Models Chulmoo Kang, Gunhee Kim, Suk I. Yoo

CVPR 2017 End-to-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim

ICML 2017 SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization Juyong Kim, Yookoon Park, Gunhee Kim, Sung Ju Hwang

CVPR 2017 Supervising Neural Attention Models for Video Captioning by Human Gaze Data Youngjae Yu, Jongwook Choi, Yeonhwa Kim, Kyung Yoo, Sang-Hun Lee, Gunhee Kim

CVPR 2017 TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim

ECCV 2016 Taxonomy-Regularized Semantic Deep Convolutional Neural Networks Wonjoon Goo, Juyong Kim, Gunhee Kim, Sung Ju Hwang

NeurIPS 2015 Expressing an Image Stream with a Sequence of Natural Sentences Cesc C Park, Gunhee Kim

CVPR 2015 Joint Photo Stream and Blog Post Summarization and Exploration Gunhee Kim, Seungwhan Moon, Leonid Sigal

CVPR 2015 Ranking and Retrieval of Image Sequences from Multiple Paragraph Queries Gunhee Kim, Seungwhan Moon, Leonid Sigal

ICCV 2015 Storyline Representation of Egocentric Videos with an Applications to Story-Based Search Bo Xiong, Gunhee Kim, Leonid Sigal

CVPR 2014 Joint Summarization of Large-Scale Collections of Web Images and Videos for Storyline Reconstruction Gunhee Kim, Leonid Sigal, Eric P. Xing

CVPR 2014 Reconstructing Storyline Graphs for Image Recommendation from Web Community Photos Gunhee Kim, Eric P. Xing

ICCVW 2013 Discovering Pictorial Brand Associations from Large-Scale Online Image Data Gunhee Kim, Eric P. Xing

CVPR 2013 Jointly Aligning and Segmenting Multiple Web Photo Streams for the Inference of Collective Photo Storylines Gunhee Kim, Eric P. Xing

CVPR 2012 On Multiple Foreground Cosegmentation Gunhee Kim, Eric P. Xing

ICCV 2011 Distributed Cosegmentation via Submodular Optimization on Anisotropic Diffusion Gunhee Kim, Eric P. Xing, Li Fei-Fei, Takeo Kanade

ECCV 2010 Modeling and Analysis of Dynamic Behaviors of Web Image Collections Gunhee Kim, Eric P. Xing, Antonio Torralba

NeurIPS 2009 Unsupervised Detection of Regions of Interest Using Iterative Link Analysis Gunhee Kim, Antonio Torralba

CVPR 2008 Unsupervised Modeling of Object Categories Using Link Analysis Techniques Gunhee Kim, Christos Faloutsos, Martial Hebert