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04/30/2022
Designing a Sequential Recommendation System for Heterogeneous Interactions Using Transformers
While many production-ready and robust algorithms are available for the ...
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10/13/2021
Updating Street Maps using Changes Detected in Satellite Imagery
Accurately maintaining digital street maps is labor-intensive. To addres...
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09/12/2021
An Improved Hybrid Recommender System: Integrating Document Context-Based and Behavior-Based Methods
One of the main challenges in recommender systems is data sparsity which...
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12/28/2019
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks
Inferring road attributes such as lane count and road type from satellit...
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06/12/2019
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors
We present a simple and effective learning technique that significantly ...
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03/11/2019
Multi-Representational Learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs
Offline Signature Verification (OSV) is a challenging pattern recognitio...
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05/28/2018
BlockCNN: A Deep Network for Artifact Removal and Image Compression
We present a general technique that performs both artifact removal and i...
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01/29/2018