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WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management

Sep 14, 2021
Saeed Marzban, Erick Delage, Jonathan Yumeng Li, Jeremie Desgagne-Bouchard, Carl Dussault

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Interpreting Machine Learning Models for Room Temperature Prediction in Non-domestic Buildings

Nov 23, 2021
Jianqiao Mao, Grammenos Ryan

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Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder

Nov 15, 2021
Joakim Bruslund Haurum, Meysam Madadi, Sergio Escalera, Thomas B. Moeslund

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Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations

Sep 28, 2021
Aaron S. Coyner, Praveer Singh, James M. Brown, Susan Ostmo, R. V. Paul Chan, Michael F. Chiang, Jayashree Kalpathy-Cramer, J. Peter Campbell

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Attempt to Predict Failure Case Classification in a Failure Database by using Neural Network Models

Aug 29, 2021
Koichi Bando, Kenji Tanaka

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Self-Supervised Radio-Visual Representation Learning for 6G Sensing

Nov 01, 2021
Mohammed Alloulah, Akash Deep Singh, Maximilian Arnold

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Enhanced Language Representation with Label Knowledge for Span Extraction

Nov 01, 2021
Pan Yang, Xin Cong, Zhenyun Sun, Xingwu Liu

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A Case Study to Reveal if an Area of Interest has a Trend in Ongoing Tweets Using Word and Sentence Embeddings

Oct 02, 2021
İsmail Aslan, Yücel Topçu

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Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry

Nov 23, 2021
Mojtaba Forghani, Yizhou Qian, Jonghyun Lee, Matthew Farthing, Tyler Hesser, Peter K. Kitanidis, Eric F. Darve

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Multi-Class Cell Detection Using Spatial Context Representation

Oct 10, 2021
Shahira Abousamra, David Belinsky, John Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen

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