Kam Woh Ng
Scholar

Kam Woh Ng

Google Scholar ID: HxEQkLoAAAAJ
Meta AI
Computer VisionDeep LearningImage RetrievalDeep Hashing
Citations & Impact
All-time
Citations
1,130
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
13
list available
Resume (English only)
Academic Achievements
  • PartCraft (ECCV 2024): Crafting objects by parts with text-to-image diffusion models
  • ConceptHash (CVPRW 2024 FGVC11 Best Paper Award): Learning to encode parts into interpretable hash codes
  • DPN (IJCAI 2020): Bit-wise hinge loss with random orthogonal codebook for deep hashing
  • OrthoHash (NeurIPS 2021): Cross-entropy loss with random orthogonal codebook
  • SDC (BMVC 2023 Oral): Unsupervised hashing by maximizing hash space utilization via Wasserstein distance
  • FIRe: Open-source Fast Image Retrieval framework
  • DeepIPR (NeurIPS 2019): Watermarking DNNs by embedding 'passport' and 'signature'
  • IPR-GAN (CVPR 2022): Protecting GANs by generating watermarked images
  • Served as reviewer for top-tier conferences and journals including ICML, ICLR, NeurIPS, CVPR, ECCV, AAAI, IJCV, etc.