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Unifying Few- and Zero-Shot Egocentric Action Recognition


May 27, 2020
Tyler R. Scott, Michael Shvartsman, Karl Ridgeway

* Accepted for presentation at the [email protected] workshop 

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Stochastic Prototype Embeddings


Sep 25, 2019
Tyler R. Scott, Karl Ridgeway, Michael C. Mozer

* 15 pages, 8 figures 

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Adapted Deep Embeddings: A Synthesis of Methods for $k$-Shot Inductive Transfer Learning


Oct 27, 2018
Tyler R. Scott, Karl Ridgeway, Michael C. Mozer


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Open-Ended Content-Style Recombination Via Leakage Filtering


Sep 28, 2018
Karl Ridgeway, Michael C. Mozer


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Learning Deep Disentangled Embeddings with the F-Statistic Loss


May 20, 2018
Karl Ridgeway, Michael C. Mozer


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Learning to Generate Images with Perceptual Similarity Metrics


Jan 24, 2017
Jake Snell, Karl Ridgeway, Renjie Liao, Brett D. Roads, Michael C. Mozer, Richard S. Zemel


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A Survey of Inductive Biases for Factorial Representation-Learning


Dec 15, 2016
Karl Ridgeway


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