22 citations · 36 across the 2 of their papers we have counts for
4 papers
Learning State-Aware Visual Representations from Audible Interactions
Himangi Mittal, Pedro Morgado, Unnat Jain +1
We propose a self-supervised algorithm to learn representations from egocentric video data. Recently, significant efforts have been made to capture humans interacting with their ow…
Interpreting Context of Images using Scene Graphs
Himangi Mittal, Ajith Abraham, Anuja Arora
Understanding a visual scene incorporates objects, relationships, and context. Traditional methods working on an image mostly focus on object detection and fail to capture the rela…
Just Go with the Flow: Self-Supervised Scene Flow Estimation
Himangi Mittal, Brian Okorn, David Held
When interacting with highly dynamic environments, scene flow allows autonomous systems to reason about the non-rigid motion of multiple independent objects. This is of particular…
STWalk: Learning Trajectory Representations in Temporal Graphs
Supriya Pandhre, Himangi Mittal, Manish Gupta +1
Analyzing the temporal behavior of nodes in time-varying graphs is useful for many applications such as targeted advertising, community evolution and outlier detection. In this pap…