KHU Vision and Learning Lab
KHU Vision and Learning Lab
Kyung Hee University · Computer Science and Engineering
Professor
Prof. 최진우
Professor's page · publicationsAbout
최진우 교수 연구실(KHU Vision and Learning Lab)은 경희대 컴퓨터공학과 소속으로, 컴퓨터 비전과 머신러닝을 연구한다. 특히 영상 이해와 행동 인식에 집중하며 설명가능한 비디오 행동 인식, 비디오 클래스 증분 학습, 비디오 언어 모델, 시청각 비디오 인식 등을 다룬다.
Research keywords
Selected publications
- Disentangled Concepts Speak Louder Than Words: Explainable Video Action RecognitionNeurIPS (Spotlight) · 2025
- ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental LearningICCV (Highlight) · 2025
- MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal RepresentationsCVPR (Highlight) · 2025
- HERO-VQL: Hierarchical, Egocentric and Robust Visual Query LocalizationBMVC (Oral) · 2025
- CA²ST: Cross-Attention in Audio, Space, and Time for Holistic Video RecognitionIEEE TPAMI · 2026
Other labs in this department
- Medical AI Lab
Kim Seong Tae
Medical AI / Medical Image Analysis (medical image segmentation, domain adaptation, trustworthy & explainable deep learning)
- KDST (KIST Data Science Team)
Kim Suhyun
Deep learning / AI: model compression & pruning, knowledge distillation, generative & diffusion models, AI safety
- Visual AI Lab
Kim Jung Uk
Computer Vision / Visual AI (audio-visual learning, sound source localization, monocular 3D object detection, incremental learning)
- Video Media Lab
Kim Hui Yong
Video/media coding and compression (learned image/video compression, video coding for machines, neural holographic video)
- Media Lab
Park Gwang Hoon
Video/Media Coding (Scalable Video Coding, HEVC, VVC, AV1, MPEG standards, point cloud compression, image/video stitching)
- Natural Language Processing Lab
Park Seong-Bae
Natural Language Processing (dialogue response generation, machine translation, question answering/generation, text summarization)