10 citations · 11 across the 7 of their papers we have counts for
3 papers · 1 filter
A Zero-Shot Framework for Sketch-based Image Retrieval
Sasi Kiran Yelamarthi, Shiva Krishna Reddy, Ashish Mishra +1
Sketch-based image retrieval (SBIR) is the task of retrieving images from a natural image database that correspond to a given hand-drawn sketch. Ideally, an SBIR model should learn…
A Generative Approach to Zero-Shot and Few-Shot Action Recognition
Ashish Mishra, Vinay Kumar Verma, M Shiva Krishna Reddy +3
We present a generative framework for zero-shot action recognition where some of the possible action classes do not occur in the training data. Our approach is based on modeling ea…
A Generative Model For Zero Shot Learning Using Conditional Variational Autoencoders
Ashish Mishra, M Shiva Krishna Reddy, Anurag Mittal +1
Zero shot learning in Image Classification refers to the setting where images from some novel classes are absent in the training data but other information such as natural language…