2 papers
cs.CV2021
Canonical Saliency Maps: Decoding Deep Face Models
Thrupthi Ann John, Vineeth N Balasubramanian, C V Jawahar
As Deep Neural Network models for face processing tasks approach human-like performance, their deployment in critical applications such as law enforcement and access control has se…
cs.CV2019
Low-Cost Transfer Learning of Face Tasks
Thrupthi Ann John, Isha Dua, Vineeth N Balasubramanian +1
Do we know what the different filters of a face network represent? Can we use this filter information to train other tasks without transfer learning? For instance, can age, head po…