Jinheng Xie
National University of Singapore(SG)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation(2022)166 cited
- → C2 AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation(2022)138 cited
- → Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity(2022)129 cited
- → BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion(2023)124 cited
- → Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization(2021)63 cited
- → Anomaly detection via gating highway connection for retinal fundus images(2023)10 cited
- → Weakly Supervised Pedestrian Segmentation for Person Re-Identification(2022)10 cited
- → QA-CLIMS: Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation(2023)9 cited
- → OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery(2025)8 cited