Kim, Donghyun

48 publications

ICCV 2025 CaptionSmiths: Flexibly Controlling Language Pattern in Image Captioning Kuniaki Saito, Donghyun Kim, Kwanyong Park, Atsushi Hashimoto, Yoshitaka Ushiku

CVPR 2025 Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation Hyunsoo Kim, Donghyun Kim, Suhyun Kim

CVPRW 2025 E-BARF: Bundle Adjusting Neural Radiance Fields from a Moving Event Camera Zhipeng Tang, Shifan Zhu, Zezhou Cheng, Donghyun Kim, Erik G. Learned-Miller

CVPRW 2025 FALCON: Fast Image Haze Removal Leveraging Continuous Density Mask Donghyun Kim, Seil Kang, Seong Jae Hwang

WACV 2025 Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning Sungyeon Kim, Donghyun Kim, Suha Kwak

ICCV 2025 MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval Jaeseok Byun, Young Kyun Jang, Seokhyeon Jeong, Donghyun Kim, Taesup Moon

AAAI 2025 PLATYPUS: Progressive Local Surface Estimator for Arbitrary-Scale Point Cloud Upsampling Donghyun Kim, Hyeonkyeong Kwon, Yumin Kim, Seong Jae Hwang

AAAI 2025 RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning Kanghoon Yoon, Kibum Kim, Jaehyeong Jeon, Yeonjun In, Donghyun Kim, Chanyoung Park

ICLR 2025 Weakly Supervised Video Scene Graph Generation via Natural Language Supervision Kibum Kim, Kanghoon Yoon, Yeonjun In, Jaehyeong Jeon, Jinyoung Moon, Donghyun Kim, Chanyoung Park

ICCV 2025 ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models Hyun Jun Yook, Ga San Jhun, Jae Hyun Cho, Min Jeon, Donghyun Kim, Tae Hyung Kim, Youn Kyu Lee

ICLR 2024 Adaptive Self-Training Framework for Fine-Grained Scene Graph Generation Kibum Kim, Kanghoon Yoon, Yeonjun In, Jinyoung Moon, Donghyun Kim, Chanyoung Park

NeurIPSW 2024 Auxiliary Objective Improves Generalization Performance but Reduces Model Specification for Low-Data Neuroimaging-Based Brain Age Prediction Donghyun Kim, Eloy Geenjaar, Vince Calhoun

ICMLW 2024 CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory Zexue He, Leonid Karlinsky, Donghyun Kim, Julian McAuley, Dmitry Krotov, Rogerio Feris

ECCV 2024 DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs DongHyun Kim, Byeongho Heo, Dongyoon Han

ECCV 2024 Efficient and Versatile Robust Fine-Tuning of Zero-Shot Models Sungyeon Kim, Boseung Jeong, Donghyun Kim, Suha Kwak

WACV 2024 Grafting Vision Transformers Jongwoo Park, Kumara Kahatapitiya, Donghyun Kim, Shivchander Sudalairaj, Quanfu Fan, Michael S. Ryoo

CVPR 2024 LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation Kibum Kim, Kanghoon Yoon, Jaehyeong Jeon, Yeonjun In, Jinyoung Moon, Donghyun Kim, Chanyoung Park

NeurIPSW 2024 Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA Jongwoo Park, Kanchana Ranasinghe, Kumara Kahatapitiya, Wonjeong Ryu, Donghyun Kim, Michael S Ryoo

NeurIPS 2024 Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection Gyusam Chang, Jiwon Lee, Donghyun Kim, Jinkyu Kim, Dongwook Lee, Daehyun Ji, Sujin Jang, Sangpil Kim

CVPR 2024 Visual Delta Generator with Large Multi-Modal Models for Semi-Supervised Composed Image Retrieval Young Kyun Jang, Donghyun Kim, Zihang Meng, Dat Huynh, Ser-Nam Lim

ECCV 2024 Weak-to-Strong Compositional Learning from Generative Models for Language-Based Object Detection Kwanyong Park, Kuniaki Saito, Donghyun Kim

CVPR 2024 What How and When Should Object Detectors Update in Continually Changing Test Domains? Jayeon Yoo, Dongkwan Lee, Inseop Chung, Donghyun Kim, Nojun Kwak

ICCV 2023 CDAC: Cross-Domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Kaihong Wang, Donghyun Kim, Rogerio Feris, Margrit Betke

CVPR 2023 CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning James Seale Smith, Leonid Karlinsky, Vyshnavi Gutta, Paola Cascante-Bonilla, Donghyun Kim, Assaf Arbelle, Rameswar Panda, Rogerio Feris, Zsolt Kira

CVPR 2023 ConStruct-VL: Data-Free Continual Structured VL Concepts Learning James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David Cox, Diyi Yang, Zsolt Kira, Rogerio Feris, Leonid Karlinsky

NeurIPS 2023 Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models Sivan Doveh, Assaf Arbelle, Sivan Harary, Roei Herzig, Donghyun Kim, Paola Cascante-Bonilla, Amit Alfassy, Rameswar Panda, Raja Giryes, Rogerio Feris, Shimon Ullman, Leonid Karlinsky

ICCV 2023 Going Beyond Nouns with Vision & Language Models Using Synthetic Data Paola Cascante-Bonilla, Khaled Shehada, James Seale Smith, Sivan Doveh, Donghyun Kim, Rameswar Panda, Gul Varol, Aude Oliva, Vicente Ordonez, Rogerio Feris, Leonid Karlinsky

NeurIPS 2023 Learning Human Action Recognition Representations Without Real Humans Howard Zhong, Samarth Mishra, Donghyun Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Aude Oliva, Rogerio Feris

ICCV 2023 SCOB: Universal Text Understanding via Character-Wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap Daehee Kim, Yoonsik Kim, DongHyun Kim, Yumin Lim, Geewook Kim, Taeho Kil

NeurIPS 2023 Towards Efficient Image Compression Without Autoregressive Models Muhammad Salman Ali, Yeongwoong Kim, Maryam Qamar, Sung-Chang Lim, Donghyun Kim, Chaoning Zhang, Sung-Ho Bae, Hui Yong Kim

NeurIPSW 2023 Uncovering the Latent Dynamics of Whole-Brain fMRI Tasks with a Sequential Variational Autoencoder Eloy Geenjaar, Donghyun Kim, Riyasat Ohib, Marlena Duda, Amrit Kashyap, Sergey M. Plis, Vince Calhoun

ECCV 2022 A Broad Study of Pre-Training for Domain Generalization and Adaptation Donghyun Kim, Kaihong Wang, Stan Sclaroff, Kate Saenko

ECCV 2022 A Unified Framework for Domain Adaptive Pose Estimation Donghyun Kim, Kaihong Wang, Kate Saenko, Margrit Betke, Stan Sclaroff

AAAI 2022 Active Learning on Pre-Trained Language Model with Task-Independent Triplet Loss Seungmin Seo, Donghyun Kim, Youbin Ahn, Kyong-Ho Lee

AAAI 2022 BROS: A Pre-Trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents Teakgyu Hong, Donghyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park

ICCV 2021 CDS: Cross-Domain Self-Supervised Pre-Training Donghyun Kim, Kuniaki Saito, Tae-Hyun Oh, Bryan A. Plummer, Stan Sclaroff, Kate Saenko

ICCV 2021 Learning Cross-Modal Contrastive Features for Video Domain Adaptation Donghyun Kim, Yi-Hsuan Tsai, Bingbing Zhuang, Xiang Yu, Stan Sclaroff, Kate Saenko, Manmohan Chandraker

CoRL 2021 Learning to Jump from Pixels Gabriel B Margolis, Tao Chen, Kartik Paigwar, Xiang Fu, Donghyun Kim, Sang bae Kim, Pulkit Agrawal

ICCVW 2021 MILA: Multi-Task Learning from Videos via Efficient Inter-Frame Attention Donghyun Kim, Tian Lan, Chuhang Zou, Ning Xu, Bryan A. Plummer, Stan Sclaroff, Jayan Eledath, Gérard G. Medioni

NeurIPS 2021 OpenMatch: Open-Set Semi-Supervised Learning with Open-Set Consistency Regularization Kuniaki Saito, Donghyun Kim, Kate Saenko

ICCVW 2021 Self-Supervised Visual Attribute Learning for Fashion Compatibility Donghyun Kim, Kuniaki Saito, Samarth Mishra, Stan Sclaroff, Kate Saenko, Bryan A. Plummer

ICCV 2021 Tune It the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito, Donghyun Kim, Piotr Teterwak, Stan Sclaroff, Trevor Darrell, Kate Saenko

CVPRW 2020 A Training Method for Image Compression Networks to Improve Perceptual Quality of Reconstructions Jooyoung Lee, Donghyun Kim, Younhee Kim, Hyoungjin Kwon, Jongho Kim, Taejin Lee

ECCV 2020 Learning to Scale Multilingual Representations for Vision-Language Tasks Andrea Burns, Donghyun Kim, Derry Wijaya, Kate Saenko, Bryan A. Plummer

AAAI 2020 MULE: Multimodal Universal Language Embedding Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Bryan A. Plummer

WACV 2020 Multi-Way Encoding for Robustness Donghyun Kim, Sarah Bargal, Jianming Zhang, Stan Sclaroff

NeurIPS 2020 Universal Domain Adaptation Through Self Supervision Kuniaki Saito, Donghyun Kim, Stan Sclaroff, Kate Saenko

AAAI 2020 Unsupervised Attributed Multiplex Network Embedding Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu