20 citations · 28 across the 2 of their papers we have counts for
3 papers · 1 filter
Disentangling Visual Embeddings for Attributes and Objects
Nirat Saini, Khoi Pham, Abhinav Shrivastava
We study the problem of compositional zero-shot learning for object-attribute recognition. Prior works use visual features extracted with a backbone network, pre-trained for object…
All About Knowledge Graphs for Actions
Pallabi Ghosh, Nirat Saini, Larry S. Davis +1
Current action recognition systems require large amounts of training data for recognizing an action. Recent works have explored the paradigm of zero-shot and few-shot learning to l…
Explicit Bias Discovery in Visual Question Answering Models
Varun Manjunatha, Nirat Saini, Larry S. Davis
Researchers have observed that Visual Question Answering (VQA) models tend to answer questions by learning statistical biases in the data. For example, their answer to the question…