Roh Yongman Lab

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KAIST · Electrical Engineering

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2026년 봄학기 국비 석사 2명, KAIST 장학생(석사·박사) 모집 공고.

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Professor

Prof. 노용만

Professor's page · publications

About

KAIST 전기및전자공학부 노용만 교수의 IVY Lab(Image and Video Systems Lab)으로, 컴퓨터 비전, 딥러닝, 멀티모달 학습을 연구한다. 비디오의 시공간 동역학 학습, 표정 인식, 의료 영상 분석 및 설명가능 진단(XCAD), 멀티모달 대규모언어모델(MLLM) 등 비전·음성·언어 통합 연구를 수행한다.

Research keywords

Multimodal learningVisionSpeechLanguage for AIComputer Vision and Multimedia

Selected publications

Unified Reinforcement and Imitation Learning for Vision-Language ModelsNeurIPS · 2025
Zero-AVSR: Zero-Shot Audio-Visual Speech Recognition with LLMs by Learning Language-Agnostic Speech RepresentationsICCV · 2025
SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video AnalysisCVPR · 2025
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision ModelsNeurIPS · 2024
AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech RepresentationCVPR · 2024
MoAI: Mixture of All Intelligence for Large Language and Vision ModelsECCV · 2024

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