185 citations · 657 across the 21 of their papers we have counts for
3 papers · 1 filter
Compression of Deep Neural Networks for Image Instance Retrieval
Vijay Chandrasekhar, Jie Lin, Qianli Liao +4
Image instance retrieval is the problem of retrieving images from a database which contain the same object. Convolutional Neural Network (CNN) based descriptors are becoming the do…
Unsupervised learning of clutter-resistant visual representations from natural videos
Qianli Liao, Joel Z. Leibo, Tomaso Poggio
Populations of neurons in inferotemporal cortex (IT) maintain an explicit code for object identity that also tolerates transformations of object appearance e.g., position, scale, v…
Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines?
Qianli Liao, Joel Z Leibo, Youssef Mroueh +1
The standard approach to unconstrained face recognition in natural photographs is via a detection, alignment, recognition pipeline. While that approach has achieved impressive resu…