Quick links to codes and datasets

  1. Memex QA (CVPR'18)
  2. Tumblr GIF (CVPR'16)
  3. Video2GIF (CVPR'16)
  4. GPU-FV (ICMR'16)
  5. CUDA-based Matrix Factorization (HDPC'16)
  6. LADF for Person Verification: Exp 1, Exp 2 (CVPR'13)
  7. Delta SimRank (BigDataMining'12, Best Paper Award)
  8. Gender from Body (ACM MM'08)

Build products with AI

Product: HelloVera AI for Question Answering (Co-founder and CTO)
Not closely-related papers: [WSDM 2017] [CVPR 2018]
Press Reports: [TechCrunch], [PodCast]
Product: Yahoo Mobile Fashion Search at Taiwan (Project lead)
Papers: [IEEE TMM 2017] [ICMR 2016] [ICCV 2017]
Press Reports: [1], [2] [3] [4] (in Chinese)
Product: making IBM Multimeida Retrieval System (IMARS) 100x times faster (major contributor)
Papers: [IBM R&D 2015] [ECCV 2012] [NIPS 2011] [ACMMM 2012] [PIEEE 2012] [CVPR 2011]
Product: Smart Supermarket Surveillance System at Tokyo (important contributor)
Papers: [ICCV 2009] [CVPR 2010]

Patents

US Patents 8,639,042    9,014,420    9,165,217    9,251,434    9,471,851    9,659,258    9,659,560    9,672,814    9,734,166    9,911,223    9,947,073   


Paper grouped by projects

Learning from Noisy Labels

[CVPR 2019: Automatic Adaptation of Object Detectors] [ICCV 2017: Learning from Noisy Labels with Distillaton]
More to come
Photo Classification, Search and Understanding

[TPAMI 2019: Memex QA] [TMM 2017: Fashion Images] [TMM 2017: Real Estate Images] [WSDM 2017] [CVPR 2013] [CVPR 2011] [ACMMM 2008] [CVPR 2008] [ICCV 2007]
GIFs and Short Videos

[CVPR 2016: TGIF] [CVPR 2016: Video2GIF]
Video Understanding and Action Detection

[IBMR&D 2015] [ACMMM 2012b] [ACMMM 2012a] [ECCV 2012] [CVPR 2010] [ICCV 2009]
Social Media Mining

[ACMMM 2016] [TMM 2015] [SDM 2011] [WWW 2011] [NeuroComputing 2011] [ACMMM 2010 ]
Understanding Line Drawings

[ICCV 2005] [ECCV 2006] [ACMMM 2006] [TPAMI 2008a] [TPAMI 2008b]


Paper by date (before 2019)