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Emulating Quantum Dynamics with Neural Networks via Knowledge Distillation


Mar 19, 2022
Yu Yao, Chao Cao, Stephan Haas, Mahak Agarwal, Divyam Khanna, Marcin Abram

* 11 pages plus methods plus supplementary information 

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Do We Need to Penalize Variance of Losses for Learning with Label Noise?


Jan 30, 2022
Yexiong Lin, Yu Yao, Yuxuan Du, Jun Yu, Bo Han, Mingming Gong, Tongliang Liu


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Instance-dependent Label-noise Learning under a Structural Causal Model


Sep 12, 2021
Yu Yao, Tongliang Liu, Mingming Gong, Bo Han, Gang Niu, Kun Zhang


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Coupling Intent and Action for Pedestrian Crossing Behavior Prediction


May 10, 2021
Yu Yao, Ella Atkins, Matthew Johnson Roberson, Ram Vasudevan, Xiaoxiao Du

* 7pages, 4 figures, 3 tables. Accepted to IJCAI2021 

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Smart Black Box 2.0: Efficient High-bandwidth Driving Data Collection based on Video Anomalies


Feb 09, 2021
Ryan Feng, Yu Yao, Ella Atkins

* Submitted to Algorithms 

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Unsupervised Regionalization of Particle-resolved Aerosol Mixing State Indices on the Global Scale


Dec 06, 2020
Zhonghua Zheng, Joseph Ching, Jeffrey H. Curtis, Yu Yao, Peng Xu, Matthew West, Nicole Riemer

* AI for Earth Sciences Workshop at the 34th Conference on Neural Information Processing Systems (NeurIPS 2020) 

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BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation


Jul 29, 2020
Yu Yao, Ella Atkins, Matthew Johnson-Roberson, Ram Vasudevan, Xiaoxiao Du

* 11 pages, 5 figures, 3 tables 

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Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning


Jun 14, 2020
Yu Yao, Tongliang Liu, Bo Han, Mingming Gong, Jiankang Deng, Gang Niu, Masashi Sugiyama


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When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos


Apr 06, 2020
Yu Yao, Xizi Wang, Mingze Xu, Zelin Pu, Ella Atkins, David Crandall

* 23 pages, 11 figures, 6 tables 

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Towards Mixture Proportion Estimation without Irreducibility


Feb 10, 2020
Yu Yao, Tongliang Liu, Bo Han, Mingming Gong, Gang Niu, Masashi Sugiyama, Dacheng Tao


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Game-Theoretic Modeling of Multi-Vehicle Interactions at Uncontrolled Intersections


Apr 10, 2019
Nan Li, Yu Yao, Ilya Kolmanovsky, Ella Atkins, Anouck Girard

* 18 pages, 13 figures, 1 table 

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Realtime Rooftop Landing Site Identification and Selection in Urban City Simulation


Mar 09, 2019
Jeremy Castagno, Yu Yao, Ella Atkins


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Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems


Mar 03, 2019
Yu Yao, Mingze Xu, Chiho Choi, David J. Crandall, Ella M. Atkins, Behzad Dariush

* To appear on ICRA 2019 

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Unsupervised Traffic Accident Detection in First-Person Videos


Mar 02, 2019
Yu Yao, Mingze Xu, Yuchen Wang, David J. Crandall, Ella M. Atkins

* In submission to IROS 2019 

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