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04/19/2023
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes
A long standing goal of the data management community is to develop gene...
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05/04/2020
Streaming Object Detection for 3-D Point Clouds
Autonomous vehicles operate in a dynamic environment, where the speed wi...
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08/29/2019
StarNet: Targeted Computation for Object Detection in Point Clouds
LiDAR sensor systems provide high resolution spatial information about t...
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04/22/2019
Using Videos to Evaluate Image Model Robustness
Human visual systems are robust to a wide range of image transformations...
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04/10/2019
Soft Conditional Computation
Conditional computation aims to increase the size and accuracy of a netw...
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06/15/2018
Sample-Efficient Deep RL with Generative Adversarial Tree Search
We propose Generative Adversarial Tree Search (GATS), a sample-efficient...
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12/11/2017
MURA Dataset: Towards Radiologist-Level Abnormality Detection in Musculoskeletal Radiographs
We introduce MURA, a large dataset of musculoskeletal radiographs contai...
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11/14/2017