177 citations · 826 across the 39 of their papers we have counts for
6 papers · 1 filter
Image Based Appraisal of Real Estate Properties
Quanzeng You, Ran Pang, Liangliang Cao +1
Real estate appraisal, which is the process of estimating the price for real estate properties, is crucial for both buys and sellers as the basis for negotiation and transaction. T…
Mining Fashion Outfit Composition Using An End-to-End Deep Learning Approach on Set Data
Yuncheng Li, LiangLiang Cao, Jiang Zhu +1
Composing fashion outfits involves deep understanding of fashion standards while incorporating creativity for choosing multiple fashion items (e.g., Jewelry, Bag, Pants, Dress). In…
Video2GIF: Automatic Generation of Animated GIFs from Video
Michael Gygli, Yale Song, Liangliang Cao
We introduce the novel problem of automatically generating animated GIFs from video. GIFs are short looping video with no sound, and a perfect combination between image and video t…
GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring
Wenying Ma, Liangliang Cao, Lei Yu +2
Fisher vector has been widely used in many multimedia retrieval and visual recognition applications with good performance. However, the computation complexity prevents its usage in…
TGIF: A New Dataset and Benchmark on Animated GIF Description
Yuncheng Li, Yale Song, Liangliang Cao +4
With the recent popularity of animated GIFs on social media, there is need for ways to index them with rich metadata. To advance research on animated GIF understanding, we collecte…
Faster and Cheaper: Parallelizing Large-Scale Matrix Factorization on GPUs
Wei Tan, Liangliang Cao, Liana Fong
Matrix factorization (MF) is employed by many popular algorithms, e.g., collaborative filtering. The emerging GPU technology, with massively multicore and high intra-chip memory ba…