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Pedestrian Wind Factor Estimation in Complex Urban Environments


Oct 06, 2021
Sarah Mokhtar, Matthew Beveridge, Yumeng Cao, Iddo Drori

* Asian Conference on Machine Learning (ACML), 2021 
* 16 pages, 5 figures 

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Image2Lego: Customized LEGO Set Generation from Images


Aug 19, 2021
Kyle Lennon, Katharina Fransen, Alexander O'Brien, Yumeng Cao, Matthew Beveridge, Yamin Arefeen, Nikhil Singh, Iddo Drori

* 9 pages, 10 figures 

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Solving Machine Learning Problems


Jul 02, 2021
Sunny Tran, Pranav Krishna, Ishan Pakuwal, Prabhakar Kafle, Nikhil Singh, Jayson Lynch, Iddo Drori

* 38 pages, 29 figures 

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Privileged Zero-Shot AutoML


Jun 25, 2021
Nikhil Singh, Brandon Kates, Jeff Mentch, Anant Kharkar, Madeleine Udell, Iddo Drori

* 16 pages, 4 figures 

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Autonomous Optimization of Fluid Systems at Varying Length Scales


Jun 10, 2021
Alexander E. Siemenn, Evyatar Shaulsky, Matthew Beveridge, Tonio Buonassisi, Sara M. Hashmi, Iddo Drori

* 8 pages 

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Online Preconditioning of Experimental Inkjet Hardware by Bayesian Optimization in Loop


May 06, 2021
Alexander E. Siemenn, Matthew Beveridge, Tonio Buonassisi, Iddo Drori

* 10 pages 

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Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis


Mar 26, 2021
Nikhil Singh, Jeff Mentch, Jerry Ng, Matthew Beveridge, Iddo Drori

* 23 pages, 24 figures 

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High Quality Real-Time Structured Debate Generation


Dec 01, 2020
Eric Bolton, Alex Calderwood, Niles Christensen, Jerome Kafrouni, Iddo Drori


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Vehicle Trajectory Prediction by Transfer Learning of Semi-Supervised Models


Jul 14, 2020
Nick Lamm, Shashank Jaiprakash, Malavika Srikanth, Iddo Drori


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Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time


Jun 12, 2020
Iddo Drori, Anant Kharkar, William R. Sickinger, Brandon Kates, Qiang Ma, Suwen Ge, Eden Dolev, Brenda Dietrich, David P. Williamson, Madeleine Udell


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Accurate Trajectory Prediction for Autonomous Vehicles


Nov 18, 2019
Michael Diodato, Yu Li, Antonia Lovjer, Minsu Yeom, Albert Song, Yiyang Zeng, Abhay Khosla, Benedikt Schifferer, Manik Goyal, Iddo Drori

* arXiv admin note: text overlap with arXiv:1910.10318, arXiv:1910.10317 

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Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning


Nov 12, 2019
Qiang Ma, Suwen Ge, Danyang He, Darshan Thaker, Iddo Drori


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Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations


Nov 09, 2019
Iddo Drori, Darshan Thaker, Arjun Srivatsa, Daniel Jeong, Yueqi Wang, Linyong Nan, Fan Wu, Dimitri Leggas, Jinhao Lei, Weiyi Lu, Weilong Fu, Yuan Gao, Sashank Karri, Anand Kannan, Antonio Moretti, Mohammed AlQuraishi, Chen Keasar, Itsik Pe'er

* Machine Learning in Computational Biology, 2019 

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Winning the ICCV 2019 Learning to Drive Challenge


Oct 23, 2019
Michael Diodato, Yu Li, Manik Goyal, Iddo Drori

* ICCV Autonomous Driving Workshop, 2019 

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Using Segmentation Masks in the ICCV 2019 Learning to Drive Challenge


Oct 23, 2019
Antonia Lovjer, Minsu Yeom, Benedikt D. Schifferer, Iddo Drori

* ICCV Autonomous Driving Workshop, 2019 

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Visual Natural Language Query Auto-Completion for Estimating Instance Probabilities


Oct 10, 2019
Samuel Sharpe, Jin Yan, Fan Wu, Iddo Drori

* CVPR Language and Vision Workshop, 2019 

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AutoML using Metadata Language Embeddings


Oct 08, 2019
Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell

* NeurIPS Workshop on Meta-Learning, 2019 

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Prose for a Painting


Oct 08, 2019
Prerna Kashyap, Samrat Phatale, Iddo Drori

* ICCV Workshop on Closing the Loop Between Vision and Language, 2019 

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Particle Smoothing Variational Objectives


Sep 20, 2019
Antonio Khalil Moretti, Zizhao Wang, Luhuan Wu, Iddo Drori, Itsik Pe'er

* 13 pages, 5 figures 

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Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar


May 24, 2019
Iddo Drori, Yamuna Krishnamurthy, Raoni Lourenco, Remi Rampin, Kyunghyun Cho, Claudio Silva, Juliana Freire

* ICML Workshop on Automated Machine Learning 

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High Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures


Nov 17, 2018
Iddo Drori, Isht Dwivedi, Pranav Shrestha, Jeffrey Wan, Yueqi Wang, Yunchu He, Anthony Mazza, Hugh Krogh-Freeman, Dimitri Leggas, Kendal Sandridge, Linyong Nan, Kaveri Thakoor, Chinmay Joshi, Sonam Goenka, Chen Keasar, Itsik Pe'er

* NIPS 2018 Workshop on Machine Learning for Molecules and Materials, 10 pages 

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