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Tathagat Verma

2 accepted papers

2024

WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks

NeurIPS 2024poster

Existing ML benchmarks lack the depth and diversity of annotations needed for evaluating models on business process management (BPM) tasks. BPM is the practice of documenting, measuring, improving, and automating enterprise workflows. However, research has focused almost exclusively on one task -- f…

Cited by 1SourcecodeScholar
2022

VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis

ICML 2022spotlight

Scene graphs are powerful abstractions that capture relationships between objects in images by modeling objects as nodes and relationships as edges. Generation of realistic synthetic scene graphs has applications like scene synthesis and data augmentation for supervised learning. Existing graph gene…