114 citations · 130 across the 6 of their papers we have counts for
3 papers · 1 filter
SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection
Eric Tzeng, Kaylee Burns, Kate Saenko +1
Domain adaptation of visual detectors is a critical challenge, yet existing methods have overlooked pixel appearance transformations, focusing instead on bootstrapping and/or domai…
Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract)
Lisa Anne Hendricks, Kaylee Burns, Kate Saenko +2
Most machine learning methods are known to capture and exploit biases of the training data. While some biases are beneficial for learning, others are harmful. Specifically, image c…
Women also Snowboard: Overcoming Bias in Captioning Models
Kaylee Burns, Lisa Anne Hendricks, Kate Saenko +2
Most machine learning methods are known to capture and exploit biases of the training data. While some biases are beneficial for learning, others are harmful. Specifically, image c…