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Bingbin Liu
Bingbin Liu
PhD Student in Machine Learning Department, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Learning to decompose and disentangle representations for video prediction
JT Hsieh, B Liu, DA Huang, LF Fei-Fei, JC Niebles
Advances in neural information processing systems 31, 2018
2452018
A computer vision system for deep learning-based detection of patient mobilization activities in the ICU
S Yeung, F Rinaldo, J Jopling, B Liu, R Mehra, NL Downing, M Guo, ...
NPJ digital medicine 2 (1), 1-5, 2019
802019
Spatiotemporal relationship reasoning for pedestrian intent prediction
B Liu, E Adeli, Z Cao, KH Lee, A Shenoi, A Gaidon, JC Niebles
IEEE Robotics and Automation Letters 5 (2), 3485-3492, 2020
762020
Temporal modular networks for retrieving complex compositional activities in videos
B Liu, S Yeung, E Chou, DA Huang, L Fei-Fei, JC Niebles
Proceedings of the European Conference on Computer Vision (ECCV), 552-568, 2018
632018
3d point cloud-based visual prediction of icu mobility care activities
B Liu, M Guo, E Chou, R Mehra, S Yeung, NL Downing, F Salipur, ...
Machine Learning for Healthcare Conference, 17-29, 2018
112018
Generalized boosting
A Suggala, B Liu, P Ravikumar
Advances in neural information processing systems 33, 8787-8797, 2020
52020
Analyzing and improving the optimization landscape of noise-contrastive estimation
B Liu, E Rosenfeld, P Ravikumar, A Risteski
arXiv preprint arXiv:2110.11271, 2021
32021
Masked prediction tasks: a parameter identifiability view
B Liu, D Hsu, P Ravikumar, A Risteski
arXiv preprint arXiv:2202.09305, 2022
22022
Contrastive learning of strong-mixing continuous-time stochastic processes
B Liu, P Ravikumar, A Risteski
International Conference on Artificial Intelligence and Statistics, 3151-3159, 2021
22021
Spatiotemporal relationship reasoning for pedestrian intent prediction
E Adeli-mosabbeb, K Lee, A Gaidon, B Liu, Z Cao, JC Niebles
US Patent 11,205,082, 2021
12021
Transformers Learn Shortcuts to Automata
B Liu, JT Ash, S Goel, A Krishnamurthy, C Zhang
arXiv preprint arXiv:2210.10749, 2022
2022
A Computer Vision System to Detect Bedside Patient Mobilization
F Rinaldo, J Jopling, B Liu, R Mehra, L Downing, M Guo, G Bianconi, ...
Nature Digital Medicine, 2019
2019
EE376A (Winter 2019)
B Liu, JT Hsieh
Learning to Decompose and Disentangle Representations for Video Prediction (Supplementary)
JT Hsieh, B Liu, DA Huang, L Fei-Fei, JC Niebles
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Articles 1–14