Duo Peng

Postdoc, IDMxS, Nanyang Technological University

Joined

June 2022

Names

Duo Peng (Preferred)

Peng Duo

Emails

****@mymail.sutd.edu.sg (Confirmed)

Personal Links

Career & Education History

Postdoc

IDMxS, Nanyang Technological University (ntu.edu.sg)

2025 – Present

PhD student

ISTD, Singapore University of Technology and Design (mymail.sutd.edu.sg)

2022 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

Lipo Wang

2025 – Present

Expertise

Diffusion Model

2022 – 2026

Deep Learning

2019 – 2026

Semantic Segmentation

2019 – 2026

Domain Adaptation

2019 – 2026

Domain Generalization

2019 – 2026

Publications

Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image Synthesis
Zixuan Wang, Duo Peng, Feng Chen, Yuwei Yang, Yinjie Lei
- CVPR 2025
- Readers: Everyone
UPAM: Unified Prompt Attack in Text-to-Image Generation Models Against Both Textual Filters and Visual Checkers
Duo Peng, Qiuhong Ke, Jun Liu
- ICML 2024 Poster
- Readers: Everyone
Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition
Duo Peng, Li Xu, Qiuhong Ke, Ping Hu, Jun Liu
- NeurIPS 2023 poster
- Readers: Everyone
Dear-Net: Learning Diversities for Skeleton-Based Early Action Recognition
Rui Wang, Jun Liu, Qiuhong Ke, Duo Peng, Yinjie Lei
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- IEEE Trans. Multim. 2023
- Readers: Everyone
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation
Duo Peng, Ping Hu, Qiuhong Ke, Jun Liu
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- CoRR 2023
- Readers: Everyone
Unsupervised Domain Adaptation via Domain-Adaptive Diffusion
Duo Peng, Qiuhong Ke, Yinjie Lei, Jun Liu
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- CoRR 2023
- Readers: Everyone
Semantic-Aware Domain Generalized Segmentation
Duo Peng, Yinjie Lei, Munawar Hayat, Yulan Guo, Wen Li
- 2022 (modified: 22 Nov 2022)
- CVPR 2022
- Readers: Everyone
Hierarchical Paired Channel Fusion Network for Street Scene Change Detection
Yinjie Lei, Duo Peng, Pingping Zhang, Qiuhong Ke, Haifeng Li
- 2021 (modified: 22 Nov 2022)
- IEEE Trans. Image Process. 2021
- Readers: Everyone
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation
Duo Peng, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Jun Liu
- 2021 (modified: 22 Nov 2022)
- IEEE Trans. Image Process. 2021
- Readers: Everyone
Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation
Duo Peng, Yinjie Lei, Wen Li, Pingping Zhang, Yulan Guo
- 2021 (modified: 22 Nov 2022)
- ICCV 2021
- Readers: Everyone

Duo Peng

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors