Search Results for author: Genevieve Patterson

Found 5 papers, 4 papers with code

RNNbow: Visualizing Learning via Backpropagation Gradients in Recurrent Neural Networks

no code implementations29 Jul 2019 Dylan Cashman, Genevieve Patterson, Abigail Mosca, Nathan Watts, Shannon Robinson, Remco Chang

RNNbow is a web application that displays the relative gradient contributions from Recurrent Neural Network (RNN) cells in a neighborhood of an element of a sequence.

Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops

2 code implementations8 Feb 2019 Limor Gultchin, Genevieve Patterson, Nancy Baym, Nathaniel Swinger, Adam Tauman Kalai

While humor is often thought to be beyond the reach of Natural Language Processing, we show that several aspects of single-word humor correlate with simple linear directions in Word Embeddings.

Word Embeddings

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation

1 code implementation31 May 2018 Jimmy Wu, Bolei Zhou, Diondra Peck, Scott Hsieh, Vandana Dialani, Lester Mackey, Genevieve Patterson

We propose DeepMiner, a framework to discover interpretable representations in deep neural networks and to build explanations for medical predictions.

Classification General Classification +1

COCO Attributes: Attributes for People, Animals, and Objects

1 code implementation ECCV 2016 Genevieve Patterson, James Hays

In this paper, we discover and annotate visual attributes for the COCO dataset.

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