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Nicholas Apostoloff
Nicholas Apostoloff
Machine Learning Manager
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Año
Robust vision based lane tracking using multiple cues and particle filtering
N Apostoloff, A Zelinsky
IEEE IV2003 intelligent vehicles symposium. Proceedings (Cat. No. 03TH8683 …, 2003
2242003
Bayesian video matting using learnt image priors
N Apostoloff, A Fitzgibbon
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision …, 2004
1322004
Vision in and out of vehicles
L Fletcher, N Apostoloff, L Petersson, A Zelinsky
IEEE Intelligent systems 18 (3), 12-17, 2003
1172003
Vision in and out of vehicles: Integrated driver and road scene monitoring
N Apostoloff, A Zelinsky
The International Journal of Robotics Research 23 (4-5), 513-538, 2004
1082004
An adaptive fusion architecture for target tracking
G Loy, L Fletcher, N Apostoloff, A Zelinsky
Proceedings of Fifth IEEE International Conference on Automatic Face Gesture …, 2002
1032002
Learning spatiotemporal T-junctions for occlusion detection
N Apostoloff, A Fitzgibbon
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
812005
Multimodal approach for avatar animation
ASEDH ABDELAZIZ, N Apostoloff, J BINDER, PR DIXON, S Kajarekar, ...
US Patent App. 16/723,866, 2021
642021
Filter distillation for network compression
XS Cuadros, L Zappella, N Apostoloff
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
59*2020
Self-conditioning pre-trained language models
XS Cuadros, L Zappella, N Apostoloff
International Conference on Machine Learning, 4455-4473, 2022
48*2022
Who Are You?-Real-time Person Identification.
N Apostolof, A Zisserman
BMVC, 1-10, 2007
482007
Modality dropout for improved performance-driven talking faces
A Hussen Abdelaziz, BJ Theobald, P Dixon, R Knothe, N Apostoloff, ...
Proceedings of the 2020 International Conference on Multimodal Interaction …, 2020
422020
Automatic Video Segmentation using Spatiotemporal T-Junctions.
N Apostoloff, AW Fitzgibbon
BMVC, 1089-1098, 2006
392006
Filter distillation for network compression
X Suau, N Apostoloff
2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 3129-3138, 2020
352020
Computer vision for vehicle monitoring and control
L Fletcher, N Apostoloff, J Chen, A Zelinsky
Proc. Australian Conference on Robotics and Automation, 2001
302001
Vision based lane tracking using multiple cues and particle filtering
N Apostoloff
Australian National University, 2005
262005
Mirroring to build trust in digital assistants
K Metcalf, BJ Theobald, G Weinberg, R Lee, IM Jonsson, R Webb, ...
arXiv preprint arXiv:1904.01664, 2019
252019
Morphgan: One-shot face synthesis gan for detecting recognition bias
N Ruiz, BJ Theobald, A Ranjan, AH Abdelaziz, N Apostoloff
arXiv preprint arXiv:2012.05225, 2020
162020
Forml: Learning to reweight data for fairness
B Yan, S Seto, N Apostoloff
arXiv preprint arXiv:2202.01719, 2022
152022
Training with simulated images
MS Subbiah, JR Lesser, NE Apostoloff
US Patent 11,256,958, 2022
112022
Fair SA: Sensitivity analysis for fairness in face recognition
AR Joshi, XS Cuadros, N Sivakumar, L Zappella, N Apostoloff
Algorithmic fairness through the lens of causality and robustness workshop …, 2022
102022
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Artículos 1–20