Kim, Junho

1. Visual Style Prompting with Swapping Self-Attention
   2024/02/20 by Jaeseok Jeong, Jeong, Jaeseok, Junho Kim +7 · 1 voice · 11 citations
   #cs.CV
2. N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras
   2021/12/02 by Junho Kim, Kim, Junho, Jaehyeok Bae +7 · 17 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Machine Learning and ELM
3. Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
   2024/07/17 by Yong-Hyun Park, Park, Yong-Hyun, Sangdoo Yun +13 · 12 citations
   Neuroscience · Medicine · Biochemistry, Genetics and Molecular Biology · #Brain Tumor Detection and Classification #Medical Imaging Techniques and Applications #Cell Image Analysis Techniques
4. U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
   2019/07/25 by Kim, Junho, Kim, Minjae, Kang, Hyeonwoo +1 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks
   2022/02/21 by Sihyun Yu, Jihoon Tack, Yu, Sihyun +11 · 5 citations
   Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
6. Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
   2023/03/14 by Junyoung Seo, Wooseok Jang, Seo, Junyoung +15 · 6 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
7. Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding
   2022/12/06 by Gyeongman Kim, Hajin Shim, Kim, Gyeongman +9 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
8. CTRL-C: Camera calibration TRansformer with Line-Classification
   2021/09/06 by Lee, Jinwoo, Go, Hyunsung, Lee, Hyunjoon +3 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models
   2023/05/25 by Jooyoung Choi, Yunjey Choi, Choi, Jooyoung +7 · 5 citations
   Computer Science · Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
10. CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models
    2024/06/04 by Junho Kim, Hyunjun Kim, Kim, Junho +5 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. Mentor-KD: Making Small Language Models Better Multi-step Reasoners
    2024/10/11 by Lee, Hojae, Junho Kim, Kim, Junho +2 · 8 citations
    Computer Science · #Natural Language Processing Techniques
12. Ev-NeRF: Event Based Neural Radiance Field
    2022/06/24 by Hwang, Inwoo, Kim, Junho, Kim, Young Min · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images
    2022/06/17 by Han, Jiyeon, Choi, Hwanil, Choi, Yunjey +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. Neural Geometric Parser for Single Image Camera Calibration
    2020/07/23 by Jinwoo Lee, Lee, Jinwoo, Minhyuk Sung +5 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
15. Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing
    2021/04/30 by Kim, Hyunsu, Choi, Yunjey, Kim, Junho +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. Privacy-Preserving Visual Localization with Event Cameras
    2022/12/04 by Junho Kim, Kim, Junho, Young‐Min Kim +11 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Random lasers and scattering media
17. Enhancing Creative Generation on Stable Diffusion-based Models
    2025/03/30 by Han, Jiyeon, Kwon, Dahee, Lee, Gayoung +2 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
18. Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network
    2022/04/06 by Byung‐Kwan Lee, Junho Kim, Lee, Byung-Kwan +3 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
19. Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck
    2022/04/06 by Kim, Junho, Lee, Byung-Kwan, Ro, Yong Man · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
20. DIP-R1: Deep Inspection and Perception with RL Looking Through and Understanding Complex Scenes
    2025/05/29 by Sungjune Park, Hyunjun Kim, Park, Sungjune +7 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
21. SGoLAM: Simultaneous Goal Localization and Mapping for Multi-Object Goal Navigation
    2021/10/14 by Junho Kim, Eun Sun Lee, Kim, Junho +7 · 1 citation
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
22. Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition
    2022/03/23 by Kim, Junho, Hwang, Inwoo, Kim, Young Min · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
23. ReFoCUS: Reinforcement-guided Frame Optimization for Contextual Understanding
    2025/06/02 by Hosu Lee, Lee, Hosu, Kim, Junho +4 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Speech and Audio Processing #Video Analysis and Summarization
24. Generator Knows What Discriminator Should Learn in Unconditional GANs
    2022/07/27 by Lee, Gayoung, Kim, Hyunsu, Kim, Junho +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
25. What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models
    2024/03/20 by Junho Kim, Kim, Junho, Yeon Ju Kim +3 · 1 voice · 1 citation
    #cs.CV #cs.AI #cs.CL
26. Dynamic Structure Pruning for Compressing CNNs
    2023/03/17 by Park, Jun-Hyung, Kim, Yeachan, Kim, Junho +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
27. Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning
    2023/07/14 by Byung‐Kwan Lee, Lee, Byung-Kwan, Junho Kim +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
28. SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis
    2024/11/25 by Junho Kim, Kim, Junho, Hyunjun Kim +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
29. Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance
    2023/02/26 by Yoonjeon Kim, Hyun‐Su Kim, Kim, Yoonjeon +7 · 1 citation
    Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Tactile and Sensory Interactions
30. Fully Geometric Panoramic Localization
    2024/03/29 by Junho Kim, Jiwon Jeong, Kim, Junho +3 · 1 citation
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Augmented Reality Applications #Robotic Mechanisms and Dynamics
31. MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science
    2024/10/19 by Junho Kim, Kim, Junho, Yeachan Kim +9 · 1 citation
    Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science
32. C2A: Client-Customized Adaptation for Parameter-Efficient Federated Learning
    2024/11/01 by Yeachan Kim, Junho Kim, Kim, Yeachan +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data