1.2k citations · 1.8k across the 35 of their papers we have counts for
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Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles
Christopher Clark, Mark Yatskar, Luke Zettlemoyer
Many datasets have been shown to contain incidental correlations created by idiosyncrasies in the data collection process. For example, sentence entailment datasets can have spurio…
RoboTHOR: An Open Simulation-to-Real Embodied AI Platform
Matt Deitke, Winson Han, Alvaro Herrasti +10
Visual recognition ecosystems (e.g. ImageNet, Pascal, COCO) have undeniably played a prevailing role in the evolution of modern computer vision. We argue that interactive and embod…
Grounded Situation Recognition
Sarah Pratt, Mark Yatskar, Luca Weihs +2
We introduce Grounded Situation Recognition (GSR), a task that requires producing structured semantic summaries of images describing: the primary activity, entities engaged in the…