11 citations · 44 across the 8 of their papers we have counts for
3 papers · 1 filter
Visual Programming: Compositional visual reasoning without training
Tanmay Gupta, Aniruddha Kembhavi
We present VISPROG, a neuro-symbolic approach to solving complex and compositional visual tasks given natural language instructions. VISPROG avoids the need for any task-specific t…
GRIT: General Robust Image Task Benchmark
Tanmay Gupta, Ryan Marten, Aniruddha Kembhavi +1
Computer vision models excel at making predictions when the test distribution closely resembles the training distribution. Such models have yet to match the ability of biological v…
Webly Supervised Concept Expansion for General Purpose Vision Models
Amita Kamath, Christopher Clark, Tanmay Gupta +3
General Purpose Vision (GPV) systems are models that are designed to solve a wide array of visual tasks without requiring architectural changes. Today, GPVs primarily learn both sk…