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10/16/2022
3D-GMIC: an efficient deep neural network to find small objects in large 3D images
3D imaging enables a more accurate diagnosis by providing spatial inform...
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05/21/2022
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest
Graph Convolutional Networks (GCN) can efficiently integrate graph struc...
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02/25/2021
CausalX: Causal Explanations and Block Multilinear Factor Analysis
By adhering to the dictum, "No causation without manipulation (treatment...
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12/17/2020
Toward Transformer-Based Object Detection
Transformers have become the dominant model in natural language processi...
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11/28/2020
Differences between human and machine perception in medical diagnosis
Deep neural networks (DNNs) show promise in image-based medical diagnosi...
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06/18/2020
Shop The Look: Building a Large Scale Visual Shopping System at Pinterest
As online content becomes ever more visual, the demand for searching by ...
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06/18/2020
Bootstrapping Complete The Look at Pinterest
Putting together an ideal outfit is a process that involves creativity a...
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03/20/2019
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
We present a deep convolutional neural network for breast cancer screeni...
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12/04/2018
Complete the Look: Scene-based Complementary Product Recommendation
Modeling fashion compatibility is challenging due to its complexity and ...
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11/10/2017