7 citations · 9 across the 4 of their papers we have counts for
5 papers
Beyond the Mud: Datasets and Benchmarks for Computer Vision in Off-Road Racing
Jacob Tyo, Motolani Olarinre, Youngseog Chung +1
Despite significant progress in optical character recognition (OCR) and computer vision systems, robustly recognizing text and identifying people in images taken in unconstrained \…
Contrastive Multiple Instance Learning for Weakly Supervised Person ReID
Jacob Tyo, Zachary C. Lipton
The acquisition of large-scale, precisely labeled datasets for person re-identification (ReID) poses a significant challenge. Weakly supervised ReID has begun to address this issue…
On the State of the Art in Authorship Attribution and Authorship Verification
Jacob Tyo, Bhuwan Dhingra, Zachary C. Lipton
Despite decades of research on authorship attribution (AA) and authorship verification (AV), inconsistent dataset splits/filtering and mismatched evaluation methods make it difficu…
Evaluating Explanations: How much do explanations from the teacher aid students?
Danish Pruthi, Rachit Bansal, Bhuwan Dhingra +5
While many methods purport to explain predictions by highlighting salient features, what aims these explanations serve and how they ought to be evaluated often go unstated. In this…
Weakly- and Semi-supervised Evidence Extraction
Danish Pruthi, Bhuwan Dhingra, Graham Neubig +1
For many prediction tasks, stakeholders desire not only predictions but also supporting evidence that a human can use to verify its correctness. However, in practice, additional an…