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8 papers · 1 filter
Letter-Based Speech Recognition with Gated ConvNets
Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
In the recent literature, "end-to-end" speech systems often refer to letter-based acoustic models trained in a sequence-to-sequence manner, either via a recurrent model or via a st…
Detect-and-Track: Efficient Pose Estimation in Videos
Rohit Girdhar, Georgia Gkioxari, Lorenzo Torresani +2
This paper addresses the problem of estimating and tracking human body keypoints in complex, multi-person video. We propose an extremely lightweight yet highly effective approach t…
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication
Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen +5
In this work, we propose a goal-driven collaborative task that combines language, perception, and action. Specifically, we develop a Collaborative image-Drawing game between two ag…
A hierarchical loss and its problems when classifying non-hierarchically
Cinna Wu, Mark Tygert, Yann LeCun
Failing to distinguish between a sheepdog and a skyscraper should be worse and penalized more than failing to distinguish between a sheepdog and a poodle; after all, sheepdogs and…
Proof-Relevant Logical Relations for Name Generation
Nick Benton, Martin Hofmann, Vivek Nigam
Pitts and Stark's -calculus is a paradigmatic total language for studying the problem of contextual equivalence in higher-order languages with name generation. Models for the $ν…
Demand-Independent Optimal Tolls
Riccardo Colini-Baldeschi, Max Klimm, Marco Scarsini
Wardrop equilibria in nonatomic congestion games are in general inefficient as they do not induce an optimal flow that minimizes the total travel time. Network tolls are a prominen…