7 citations · 13 across the 9 of their papers we have counts for
3 papers · 1 filter
Towards Zero-Shot Learning with Fewer Seen Class Examples
Vinay Kumar Verma, Ashish Mishra, Anubha Pandey +2
We present a meta-learning based generative model for zero-shot learning (ZSL) towards a challenging setting when the number of training examples from each \emph{seen} class is ver…
Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval
Anubha Pandey, Ashish Mishra, Vinay Kumar Verma +2
Conventional approaches to Sketch-Based Image Retrieval (SBIR) assume that the data of all the classes are available during training. The assumption may not always be practical sin…
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…