Smart Vision & Media Lab

Sogang University · Computer Science and Engineering

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Professor

Prof. 조성인

About

조성인 교수 연구실(Smart Vision & Media Lab)은 서강대 컴퓨터공학과 소속으로, 컴퓨터비전·딥러닝 모델 훈련 방법론·모델 최적화를 연구한다. 생성형 모델 기반 비디오 생성, 다중 카메라 자율주행, 3차원 휴먼 생성·분석, 제스처 인식, 제조 비전 검사 등을 다루며, 준지도학습·도메인 적응과 프루닝·양자화 등 모델 경량화를 연구한다.

Research keywords

컴퓨터비전딥러닝 모델 훈련방법론딥러닝 모델 최적화

Selected publications

Dynamic Pseudo Labeling via Gradient Cutting for High-Low Entropy ExplorationCVPR · 2025
DUET: Dual-Facet Pseudo Labeling and Uncertainty-aware Exploration & Exploitation Training for Source-Free AdaptationNeurIPS · 2025
Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric TensorCVPR · 2024
Context-aware Sim-to-real Unsupervised Domain Adaptation for Lane Detection via Disentangled Feature AlignmentIEEE Transactions on Automation Science and Engineering · 2025
Dual-Branch Network via Multiple Illumination-Aware Representation Learning for Steel Surface Defect ClassificationBMVC · 2025

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