1 citations · 1 across the 2 of their papers we have counts for
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Robustifying Deep Vision Models Through Shape Sensitization
Aditay Tripathi, Rishubh Singh, Anirban Chakraborty +1
Recent work has shown that deep vision models tend to be overly dependent on low-level or "texture" features, leading to poor generalization. Various data augmentation strategies h…
Grounding Scene Graphs on Natural Images via Visio-Lingual Message Passing
Aditay Tripathi, Anand Mishra, Anirban Chakraborty
This paper presents a framework for jointly grounding objects that follow certain semantic relationship constraints given in a scene graph. A typical natural scene contains several…
Sketch-Guided Object Localization in Natural Images
Aditay Tripathi, Rajath R Dani, Anand Mishra +1
We introduce the novel problem of localizing all the instances of an object (seen or unseen during training) in a natural image via sketch query. We refer to this problem as sketch…