44 citations · 71 across the 3 of their papers we have counts for
5 papers
Clustering based Contrastive Learning for Improving Face Representations
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz +1
A good clustering algorithm can discover natural groupings in data. These groupings, if used wisely, provide a form of weak supervision for learning representations. In this work,…
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss
M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid +1
Generative adversarial networks has emerged as a defacto standard for image translation problems. To successfully drive such models, one has to rely on additional networks e.g., di…
Self-Supervised Learning of Face Representations for Video Face Clustering
Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz +1
Analyzing the story behind TV series and movies often requires understanding who the characters are and what they are doing. With improving deep face models, this may seem like a s…
A Multimodal Assistive System for Helping Visually Impaired in Social Interactions
M. Saquib Sarfraz, Angela Constantinescu, Melanie Zuzej +1
Access to non-verbal cues in social interactions is vital for people with visual impairment. It has been shown that non-verbal cues such as eye contact, number of people, their nam…
Deep Perceptual Mapping for Thermal to Visible Face Recognition
M. Saquib Sarfraz, Rainer Stiefelhagen
Cross modal face matching between the thermal and visible spectrum is a much de- sired capability for night-time surveillance and security applications. Due to a very large modalit…