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AI is Visual Computing 인공지능과 비주얼 컴퓨팅

가상현실과 메타버스, 자율주행, 게임, 로봇 등 미래사회를 위한 비주얼컴퓨팅 분야의 다양한 연구주제들이 AI 기술을 통하여 실현되고 있다.

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  • 2025

  • Attribute-guided Relevance Propagation for interpreting image classifier based on Deep Neural Networks

    Seung Ho Han, Ho-Jin Choi
    COMPUTER VISION AND IMAGE UNDERSTANDING
    2025

  • Continual Learning: Forget-Free Winning Subnetworks for Video Representations

    kang, Haeyong, Jaehong Yoon, Hwang Sung Ju, 유창동
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
    2025

  • 2024

  • Learning to Produce Semi-dense Correspondences for Visual Localization

    Truong Giang Khang, Song, Soohwan, Sungho Jo
    The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024 (CVPR 2024)
    2024

    []

  • Learning-based Adaptive Control of Quadruped Robots for Active Stabilization on Moving Platforms

    MINSUNG YOON, HEECHAN SHIN, Jeong, Jeil, Sung-Eui Yoon
    2024 IEEE/RSJ International Conference on Intelligent Robots and Systems
    2024

    []

  • LiDAR-camera Online Calibration by Representing Local Feature and Global Spatial Context

    SEONGJOO MOON, Sebin Lee, He, Dong, Sung-Eui Yoon
    2024 IEEE/RSJ International Conference on Intelligent Robots and Systems
    2024

    []

  • MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation

    Pan, Fei, XU YIN, Lee, Seokju, Axi Niu, Sung-Eui Yoon, Kweon, In-So
    IEEE / CVF Computer Vision and Pattern Recognition Conference Workshop
    2024

    []

  • Regularizing Dynamic Radiance Fields with Kinematic Fields

    Woobin Im, Geonho Cha, Sebin Lee, Juhyeong Seon, Jumin Lee, Dongyoon Wee, Sung-Eui Yoon
    2024 European Conference on Computer Vision
    2024

    []

  • SemCity: Semantic Scene Generation with Triplane Diffusion

    Jumin Lee, Sebin Lee, Jo, Changho, Woobin Im, Seon, Juhyeong, Sung-Eui Yoon
    IEEE / CVF Computer Vision and Pattern Recognition Conference
    2024

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  • UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and Unfavorable Sets

    Na, Youngju, Woo Jae Kim, KYU BEOM HAN, Suhyeon Ha, Sung-Eui Yoon
    IEEE / CVF Computer Vision and Pattern Recognition Conference
    2024

    []

  • 2023

  • Efficient Reference-based Video Super-Resolution (ERVSR): Single Reference Image Is All You Need

    Kim, Youngrae, Lim, Jinsu, Cho, Hoonhee, Lee, Minji, Dongman Lee, Yoon, KJ, Ho-Jin Choi
    2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
    2023

    []

  • TopicFM: Robust and Interpretable Topic-Assisted Feature Matching

    Truong Giang Khang, Soohwan Song, Sungho Jo
    2023 AAAI Conference on Artificial Intelligence
    2023

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  • Topological RANSAC for instance verification and retrieval without fine-tuning

    GUOYUAN AN, Seon, Juhyung, Inkyu An, Huo, Yuchi, Sung-Eui Yoon
    37th Conference on Neural Information Processing Systems, NeurIPS 2023
    2023

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  • VISTA: Visual-Textual Knowledge Graph Representation Learning

    JAEJUN LEE, Chanyoung Chung, Hochang Lee, Sungho Jo, Whang Joyce Jiyoung
    The 2023 Conference on Empirical Methods in Natural Language Processing
    2023

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  • 2022

  • Boosting Adapter Transfer Learning via Weak Parameter Sharing

    Choi, June Suk, Lim, Chae-Gyun, Ho-Jin Choi
    IEEE International Conference on Big Data and Smart Computing (BigComp)
    2022

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  • Checklist for Validating Trustworthy AI

    Seung Ho Han, Ho-Jin Choi
    IEEE International Conference on Big Data and Smart Computing (BigComp)
    2022

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  • Confidence-Based Robot Navigation Under Sensor Occlusion with Deep Reinforcement Learning

    HYEONGYEOL RYU, MINSUNG YOON, Park Daehyung, Sung-Eui Yoon
    2022 IEEE International Conference on Robotics and Automation (ICRA 2022)
    2022

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  • Curvature-Guided Dynamic Scale Networks for Multi-view Stereo

    Truong Giang Khang, Soohwan Song, Sungho Jo
    Tenth International Conference on Learning Representations, ICLR 2022
    2022

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  • DIVERSE GENERATIVE PERTURBATIONS ON ATTENTION SPACE FOR TRANSFERABLE ADVERSARIAL ATTACKS

    Woo Jae Kim, seunghoon.hong, Sung-Eui Yoon
    29th IEEE International Conference on Image Processing, ICIP 2022
    2022

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  • Exploring the Repetition Problem in Empathetic Dialogue Generative Model

    Young-Jun Lee, Ho-Jin Choi
    IEEE International Conference on Big Data and Smart Computing (BigComp)
    2022

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  • GPT3는 공감 대화를 생성할 수 있는가? 공감 대화 생성에서 제로샷 능력에 관하여

    이영준, 한승호, 최호진
    2022 한국컴퓨터종합학술대회
    2022

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