Donghyun Kim
- CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning
2022/11/23 by Leonid Karlinsky, Smith, James Seale, Vyshnavi Gutta +14 · 62 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Semi-supervised Domain Adaptation via Minimax Entropy
2019/04/13 by Kuniaki Saito, Saito, Kuniaki, Donghyun Kim +7 · 22 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Highly Dynamic Quadruped Locomotion via Whole-Body Impulse Control and Model Predictive Control
2019/09/14 by Donghyun Kim, Kim, Donghyun, Jared Di Carlo +7 · 21 citations
Engineering · Medicine · #FOS: Computer and information sciences #Neurogenetic and Muscular Disorders Research #Prosthetics and Rehabilitation Robotics #Robotic Locomotion and Control #Robotics (cs.RO)
- Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA
2024/06/13 by Jongwoo Park, Kanchana Ranasinghe, Park, Jongwoo +8 · 23 citations
Computer Science · #Video Coding and Compression Technologies #Image and Video Quality Assessment #Advanced Data Compression Techniques
- The MIT Humanoid Robot: Design, Motion Planning, and Control For Acrobatic Behaviors
2021/04/19 by Matthew Chignoli, Donghyun Kim, Chignoli, Matthew +5 · 6 citations
Engineering · #Robotic Locomotion and Control #Prosthetics and Rehabilitation Robotics #Real-time simulation and control systems
- Unsupervised Attributed Multiplex Network Embedding
2019/11/15 by Chanyoung Park, Donghyun Kim, Park, Chanyoung +5 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Topic Modeling
- Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
2023/05/31 by Sivan Doveh, Assaf Arbelle, Doveh, Sivan +21 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory
2024/02/21 by Zexue He, Leonid Karlinsky, He, Zexue +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Event Camera-based Visual Odometry for Dynamic Motion Tracking of a Legged Robot Using Adaptive Time Surface
2023/05/15 by Shifan Zhu, Zhu, Shifan, Zhipeng Tang +7 · 3 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotic Locomotion and Control #Robotics (cs.RO)
- What, How, and When Should Object Detectors Update in Continually Changing Test Domains?
2023/12/12 by Jayeon Yoo, Yoo, Jayeon, D.T. Lee +7 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels
2020/03/18 by Donghyun Kim, Kuniaki Saito, Kim, Donghyun +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Stacked U-Nets with Self-Assisted Priors Towards Robust Correction of\n Rigid Motion Artifact in Brain MRI
2021/11/11 by Mohammed A. Al‐masni, Seul Lee, Al-masni, Mohammed A. +11 · 2 citations
Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Image Processing Techniques #Image Processing Techniques and Applications
- Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
2024/10/29 by Gyusam Chang, Jiwon Lee, Chang, Gyusam +13 · 4 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?
2025/02/19 by Sein Kim, Kim, Sein, Kang, Hongseok +14 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Topic Modeling
- UniGuard: Towards Universal Safety Guardrails for Jailbreak Attacks on Multimodal Large Language Models
2024/11/03 by Sejoon Oh, Yiqiao Jin, Oh, Sejoon +11 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- A Biomechanics-Inspired Approach to Soccer Kicking for Humanoid Robots
2024/07/19 by Daniel Marew, Marew, Daniel, Nisal Perera +7 · 2 citations
Engineering · Medicine · #Robotic Locomotion and Control #Winter Sports Injuries and Performance
- Deep 3D Face Identification
2017/03/30 by Donghyun Kim, Kim, Donghyun, Matthias Hernandez +5 · 1 voice
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
2024/08/11 by Sung‐Yeon Kim, Boseung Jeong, Kim, Sungyeon +5 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering
- Temporal Relevance Analysis for Video Action Models
2022/04/25 by Quanfu Fan, Donghyun Kim, Fan, Quanfu +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
2022/11/17 by Smith, James Seale, Paola Cascante-Bonilla, Assaf Arbelle +16 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications
- Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes
2025/03/13 by Donghyun Kim, Kim, Donghyun, Ko, Hyunah +3 · 4 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- StaccaToe: A Single-Leg Robot that Mimics the Human Leg and Toe
2024/04/07 by Nisal Perera, Shangqun Yu, Perera, Nisal +15 · 1 citation
Engineering · Medicine · #FOS: Computer and information sciences #Muscle activation and electromyography studies #Prosthetics and Rehabilitation Robotics #Robotics (cs.RO) #Stroke Rehabilitation and Recovery
- Adaptive Self-training Framework for Fine-grained Scene Graph Generation
2024/01/18 by Kibum Kim, Kanghoon Yoon, Kim, Kibum +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- A Collaborative Ensemble Framework for CTR Prediction
2024/11/20 by Xiaolong Liu, Zhichen Zeng, Liu, Xiaolong +29 · 2 citations
Engineering · #Drilling and Well Engineering #Advanced X-ray and CT Imaging
- Mind the Motions: Benchmarking Theory-of-Mind in Everyday Body Language
2025/11/19 by Seungbeen Lee, Lee, Seungbeen, Donghyun Kim +5 · 1 citation
Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Computation and Language (cs.CL) #Embodied and Extended Cognition #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Triangle-beam interference structured illumination microscopy
2025/08/15 by Yunzhe Fu, Yiwei Hou, Qianxi Liang +9 · 3 voices
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Fluorescence Microscopy Techniques #Digital Holography and Microscopy #Cell Image Analysis Techniques
- Scaling Limits of Multichannel Spectral Routers for Snapshot Imaging
2026/07/28 by Junseo Han, Seunghyun Lee, Donghyun Kim +1
#physics.optics