International Publications 

(*bold: first-authored papers) 

• Machine Perception : Segmentation [ICPR'20, SPL'21a, PRL'22b, PRL'23, PR'24, ACCESS'24], Detection [ICCAS'20, PRL'22b], EO/Lidar Sensor Fusion [TITS'22]

• Human Recognition  : Human Parsing [PR'24], Face Recognition [ACCESS'22], Group Action Recognition [ECCV'24a, ECCV'24b]

• Data Minimization : Few-Shot Learning [SPL'21a], Zero-Shot Learning [PRL'22b], Semi-Supervised Learning [PRL'24, ACCESS'24]

• Network Minimization : Network Pruning [SPL'21b], Light-Weighted Network [ICPR'20, GRSL'22]

• Multimodal Learning : Prompt-based Learning [VCIP'23, ICASSP'24]

2022~2024 (KAIST)

[C7] (ECCV 2024) Spatio-Temporal Proximity-Aware Dual-Path Model for Panoramic Activity Recognition 

S. Lee, Yooseung Wang, S. Woo, Changick Kim

[C5] (ECCV 2024) Flow-Assisted Motion Learning Network for Weakly-Supervised Group Activity Recognition

M. A. Nugroho, S. Woo, S. Lee, J. Park, Yooseung Wang, D. Kim, Changick Kim

ECCV 2024 

[J10] (SCIE, Pattern Recognition) FCGNet: Foreground and Class Guidd Network for Human Parsing

J. Jang, Yooseung Wang, Changick Kim

Pattern Recognition (SCIE, IF: 8.5), 2023 [Paper]

[J9] (SCIE, IEEE ACCESS) CAFS: Class Adative Framework for Semi-Supervised Semantic Segmentation
Jingi Ju*, H. Noh*, Yooseung Wang*, M. Seo, D. Choi

IEEE ACCESS (SCIE, IF: 3.9), 2024 [Paper]

[J8] (SCIE, Pattern Recognition Letters) Subdivided Mask Dispersion Framework for Semi-Supervised Semantic Segmentation

Yooseung Wang, J. Jang, Changick Kim

Pattern Recognition Letters (SCIE, IF: 5.1), 2024 [Preprint, Paper]

[C4] (ICASSP 2024) Toward Robust Multimodal Prompting with Missing Modalities

J. Jang, Yooseung Wang, Changick Kim

ICASSP 2024 [Paper]

[C3] (IEEE VCIP 2023) Noise-Augmented Missing Modality Aware Prompt based Learning for Robust Visual Recognition

Yooseung  Wang, J. Jang, Changick Kim

IEEE VCIP 2023 [Paper, Poster, Conference]

2020-2022 (Defense AI Center, ADD)

[J7] Occlusion-Aware Spatial Attention Transformer for Partially Occluded Object Recognition

J. Heo, Yooseung Wang, J. Park

Pattern Recognition Letters (SCIE, IF: 5.1), 2022 [Paper]

[J6] Angular Margin Mining Softmax for Face Recognition

J. Lee, Yooseung  Wang, S. Cho

IEEE ACCESS (SCIE, IF:3.5), 2022 [Paper] 

[J5] Zero-shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding

 S. Cha*, Yooseung  Wang*

Pattern Recognition Letters (SCIE, IF:5.1), 2022 [arXiv, Paper, News] 

[J4] Drivable Dirt Road Region Identification Using Image and Point Cloud Semantic Segmentation Fusion

 J. Park, H. Yoo, Yooseung  Wang

IEEE Transactions on Intelligent Transportation System (SCIE, IF:9.6), 2022 [Paper] [News]

[J3] NL-LinkNet : Toward Lighter but More Accurate Road Extraction with Non-Local Operations

Yooseung  Wang, J. Seo, T. Jeon

IEEE Geoscience and Remote Sensing Letters, (SCIE, IF:4.8), 2022 [Paper]  

• Beat the winner @ CVPRW DeepGlobe Challenge

• Introduced a self-attention based operation into a segmentation task. 

[J2] Memory-free Stochastic Weight Averaging by One-way Variational Pruning

Yooseung  Wang, H. Park, J. Lee

IEEE Signal Processing Letters (SCIE, IF:3.9, Acceptance ≈ 20% ), 2021 [Paper] 

[J1]  One-shot Summary Prototypical Network Toward Accurate Unpaved Road Semantic Segmentation

Yooseung  Wang, D. Lee, J. Heo, J. Park

IEEE Signal Processing Letters (SCIE, IF:3.9, Acceptance ≈ 20% ), 2021 [Paper] 

[C2] Transitional Asymmetric Non-local Neural Network for Real-World Dirt Road Segmentation

Yooseung Wang, J. Park

ICPR 2020 [Paper] [Poster] [Slides] [Video]

[C1] Occlusion Data Augmentation for Object detectors based on Random Erasing and Bounding Box Tailoring

J. Heo, Yooseung Wang, J. Park

ICCAS 2020 [Paper] 

DOMESTIC PUBLICATIONS 

• [D6] 왕유승, 우상민, 김창익, "엣지 장치를 위한 경량화된 한국어 음성인식 모델 분석", 대한전자공학회 추계학술대회, 2023 

• [D5] 이동혁, 왕유승, 허지성, 조선영, 유현성, 박지훈, "전차 부위별 인식 정확도 분석", 한국군사과학기술학회 종합학술대회, 2022

• [D4] 왕유승, 조영걸, "은닉 물체 탐지를 위한 자가주의 탐색인지 네트워크", 제 17회 한국로봇종합학술대회 (KRoC), 2022

• [D3] 왕유승, 박지훈, "콘볼루션 인공신경망 기반 군용 기동장비 은닉 물체 탐지 기술 연구", 제 31회 영상처리 및 이해에 관한 워크샵 (IPIU), 2022

• [D2] 김민수, 김석종, 이기성, 왕유승, "군의 정비능력 향상을 위한 딥러닝 기반의 고장예측체계 활용 연구", 한국군사과학기술학회 종합학술대회, 2021 

• [D1] 허지성, 이동혁, 왕유승, 임형우, "시뮬레이터를 이용한 자율주행 강화학습 방법 연구", 한국군사과학기술학회 종합학술대회, 2021 

PATENT 

• [PT1] Jihun Park, Hyeonsung Yoo, Yooseung Wang, 의사-레이블 데이터 생성 방법 및 장치, 의사-레이블 데이터를 이용한 심층 신경망 학습 방법 및 장치, "Method and appratus for identifying a driving area of a vehicle using an image and a lidar." (Korea - Registration No. 102336500 / Application No. 10-2021-0015700) 

• [PT2,] Jihun Park, Hyeonsung Yoo, Yooseung Wang, 영상 및 라이다를 활용한 차량의 주행 가능 영역 식별 장치 및 방법 "Cyclic learning method using heterogeneous sensors and heterogeneous identification algorithms", (Korea - Registration No. 10-2306083 / Application No. 10-2020-0000439)

• [PT3] Byeong-Su Kim, Ha-Lin Choi, Yooseung Wang, Sang-Yun Lee, Hee-Seok Kang, “Entry-level 3D Scanner Kit” (Korea - Application No. 10-2017-0179216)