Research in NAVER Cloud Vision

NAVER Cloud Vision Team conducts research across a wide range of Computer Vision and Machine Learning areas,

including Human, 3D/4D, Perception, Image/Video Understanding, Image/Video Generation, Multimodal LLMs, and Safety.

Below is the full publication list of our team.


Video-Oasis: Rethinking Evaluation of Video Understanding

Geuntaek Lim, Minho Shim, Sungjune Park, Jaeyun Lee, Inwoong Lee, Taeoh Kim, Dongyoon Wee, Yukyung Choi

ECCV 2026 Paper

Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition

Geo Ahn, Inwoong Lee, Taeoh Kim, Minho Shim, Dongyoon Wee, Jinwoo Choi

ECCV 2026 Paper

Learning from Adversity: Semantic-Aware Mask Refinement through Adversarial Perturbation

Beomyoung Kim, Sung Ju Hwang

ECCV 2026

SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning

Byungwoo Jeon, Dongyoung Kim, Huiwon Jang, Insoo Kim, Jinwoo Shin

ECCV 2026 Paper

SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models

Jiwoo Chung, Sangeek Hyun, MinKyu Lee, Byeongju Han, Geonho Cha, Dongyoon Wee, Youngjun Hong, Jae-Pil Heo

CVPR 2026 Best Paper Finalist Paper

Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation

Su Ho Han, Jeongseok Hyun, Pilhyeon Lee, Minho Shim, Dongyoon Wee, Seon Joo Kim

ICLR 2026 Paper

ZIM: Zero-Shot Image Matting for Anything

Beomyoung Kim, Chanyong Shin, Joonhyun Jeong, Hyungsik Jung, Se-Yun Lee, Sewhan Chun, Dong-Hyun Hwang, Joonsang Yu

ICCV 2025 Highlight Paper

Humans as a Calibration Pattern: Dynamic 3D Scene Reconstruction from Unsynchronized and Uncalibrated Videos

Changwoon Choi, Jeongjun Kim, Geonho Cha, Minkwan Kim, Dongyoon Wee, Young Min Kim

ICCV 2025 Paper

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs

Jeongseok Hyun, Sukjun Hwang, Su Ho Han, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Joon-Young Lee, Seon Joo Kim, Minho Shim

ICCV 2025 Paper

Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval

Wonjun Moon, Cheol-Ho Cho, Woojin Jun, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Minho Shim, Jae-Pil Heo

ICCV 2025 Paper

CoMoGaussian: Continuous Motion-Aware Gaussian Splatting from Motion-Blurred Images

Jungho Lee, DongHyeong Kim, Dogyoon Lee, Suhwan Cho, Minhyeok Lee, Wonjoon Lee, Taeoh Kim, Dongyoon Wee, Sangyoun Lee

ICCV 2025 Paper

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing

Seungjin Jung, Kanghee Lee, Yonghyun Jeong, Haeun Noh, Jungmin Lee, Jongwon Choi

ICCV 2025 Paper

Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection

Taehoon Kim, Jongwook Choi, Yonghyun Jeong, Haeun Noh, Jaejun Yoo, Seungryul Baek, Jongwon Choi

ICCV 2025 Paper

ControlFace: Harnessing Facial Parametric Control for Face Rigging

Wooseok Jang, Youngjun Hong, Gunho Cha, Seungryong Kim

CVPR 2025 Paper

CoCoGaussian: Leveraging Circle of Confusion for Gaussian Splatting from Defocused Images

Jungho Lee, Suhwan Cho, Taeoh Kim, Ho-Deok Jang, Minhyeok Lee, Geonho Cha, Dongyoon Wee, Dogyoon Lee, Sangyoun Lee

CVPR 2025 Paper

Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy

Joonhyun Jeong, Seyun Bae, Yeonsung Jung, Jaeryong Hwang, Eunho Yang

CVPR 2025 Paper

SpoofFusion: Synthetic image generation with Text-to-Image Models for Face Anti-Spoofing

Naeun Ko, Yonghyun Jeong, Jongchul Ye

WACV 2025 Paper

Towards Multi-Domain Learning for Generalizable Video Anomaly Detection

MyeongAh Cho, Taeoh Kim, Minho Shim, Dongyoon Wee, Sangyoun Lee

NeurIPS 2024 Paper

Classification Matters: Improving Video Action Detection with Class-Specific Attention

Jinsung Lee, Taeoh Kim, Inwoong Lee, Minho Shim, Dongyoon Wee, Minsu Cho, Suha Kwak

ECCV 2024 Oral Paper

Regularizing Dynamic Radiance Fields with Kinematic Fields

Woobin Im, Geonho Cha, Sebin Lee, Jumin Lee, Juhyeong Seon, Dongyoon Wee, Sung-Eui Yoon

ECCV 2024 Paper

Motion-Oriented Compositional Neural Radiance Fields for Monocular Dynamic Human Modeling

Jaehyeok Kim, Dongyoon Wee, Dan Xu

ECCV 2024 Paper

ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning

Beomyoung Kim, Joonsang Yu, Sung Ju Hwang

CVPR 2024 Paper

Complete the Feature Space: Diffusion-Based Fictional ID Generation for Face Recognition

Myeong-Yeon Yi, DongJae Lee, Naeun Ko, Yonghyun Jeong, Sang-goo Lee, Seunggyu Chang

BMVC 2024 Paper

ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open Vocabulary Object Detection

Joonhyun Jeong, Geondo Park, Jayeon Yoo, Hyungsik Jung, Heesu Kim

AAAI 2024 Paper

EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face Detection

Joonhyun Jeong, Beomyoung Kim, Joonsang Yu, Youngjoon Yoo

WACV 2024 Paper

SEFD: Learning to Distill Complex Pose and Occlusion

ChangHee Yang, Kyeongbo Kong, SungJun Min, Dongyoon Wee, Ho-Deok Jang, Geonho Cha, SukJu Kang

ICCV 2023 Paper

The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation

Beomyoung Kim, Joonhyun Jeong, Dongyoon Han, Sung Ju Hwang

CVPR 2023 Paper

Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection

Pilhyeon Lee, Taeoh Kim, Minho Shim, Dongyoon Wee, Hyeran Byun

CVPR 2023 Paper

Exploring Temporally Dynamic Data Augmentation for Video Recognition

Taeoh Kim, Jinhyung Kim, Minho Shim, Sangdoo Yun, Myunggu Kang, Dongyoon Wee, Sangyoun Lee

ICLR 2023 Spotlight Paper

Frequency Selective Augmentation for Video Representation Learning

Jinhyung Kim, Taeoh Kim, Minho Shim, Dongyoon Han, Dongyoon Wee, Junmo Kim

AAAI 2023 Oral Paper

Detection Recovery in Online Multi-Object Tracking With Sparse Graph Tracker

Jeongseok Hyun, Myunggu Kang, Dongyoon Wee, Dit-Yan Yeung

WACV 2023 Paper

FingerprintNet: Synthesized Fingerprints for Generated Image Detection

Yonghyun Jeong, Doyeon Kim, Youngmin Ro, Pyounggeon Kim, Jongwon Choi

ECCV 2022 Paper

Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement

Beomyoung Kim, Youngjoon Yoo, Chaeeun Rhee, Junmo Kim

CVPR 2022 Paper

TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection

Beomyoung Kim, Janghyeon Lee, Sihaeng Lee, Doyeon Kim, Junmo Kim

WACV 2022 Paper

ReAD: Reciprocal Attention Discriminator for Image-to-Video Re-Identification

Minho Shim, Hsuan-I Ho, Jinhyung Kim, Dongyoon Wee

ECCV 2020 Paper

Regularization on Spatio-Temporally Smoothed Feature for Action Recognition

Jinhyung Kim, Seunghwan Cha, Dongyoon Wee, Soonmin Bae, Junmo Kim

CVPR 2020 Paper