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Luca Zappella
Luca Zappella
Machine Learning Research Manager
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Title
Cited by
Cited by
Year
Jhu-isi gesture and skill assessment working set (jigsaws): A surgical activity dataset for human motion modeling
Y Gao, SS Vedula, CE Reiley, N Ahmidi, B Varadarajan, HC Lin, L Tao, ...
MICCAI workshop: M2cai 3 (2014), 3, 2014
4322014
A dataset and benchmarks for segmentation and recognition of gestures in robotic surgery
N Ahmidi, L Tao, S Sefati, Y Gao, C Lea, BB Haro, L Zappella, ...
IEEE Transactions on Biomedical Engineering 64 (9), 2025-2041, 2017
2582017
Surgical gesture classification from video and kinematic data
L Zappella, B Béjar, G Hager, R Vidal
Medical image analysis 17 (7), 732-745, 2013
1712013
Surgical gesture segmentation and recognition
L Tao, L Zappella, GD Hager, R Vidal
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013
1332013
Surgical gesture classification from video data
B Béjar Haro, L Zappella, R Vidal
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012
812012
Motion segmentation: A review
L Zappella, X Lladó, J Salvi
Artificial Intelligence Research and Development, 398-407, 2008
752008
Filter distillation for network compression
XS Cuadros, L Zappella, N Apostoloff
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
58*2020
Enhanced local subspace affinity for feature-based motion segmentation
L Zappella, X Lladó, E Provenzi, J Salvi
Pattern Recognition 44 (2), 454-470, 2011
552011
Self-conditioning pre-trained language models
XS Cuadros, L Zappella, N Apostoloff
International Conference on Machine Learning, 4455-4473, 2022
40*2022
Visual dictionary learning for joint object categorization and segmentation
A Jain, L Zappella, P McClure, R Vidal
Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012
292012
Joint estimation of segmentation and structure from motion
L Zappella, A Del Bue, X Lladó, J Salvi
Computer Vision and Image Understanding 117 (2), 113-129, 2013
272013
The jhu-isi gesture and skill assessment dataset (jigsaws): A surgical activity working set for human motion modeling
Y Gao, S Vedula, C Reiley, N Ahmidi, B Varadarajan, H Lin, L Tao, ...
Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2 (3), 5, 2014
262014
Adaptive motion segmentation algorithm based on the principal angles configuration
L Zappella, E Provenzi, X Lladó, J Salvi
Computer Vision–ACCV 2010: 10th Asian Conference on Computer Vision …, 2011
262011
New trends in motion segmentation
L Zappella, X Lladó, J Salvi
Pattern Recognition, 31-46, 2009
182009
The role of entropy and reconstruction in multi-view self-supervised learning
BR Gálvez, A Blaas, P Rodríguez, A Golinski, X Suau, J Ramapuram, ...
International Conference on Machine Learning, 29143-29160, 2023
102023
Motion segmentation from feature trajectories
L Zappella
Master's thesis, University of Girona, Girona, Spain, 2008
92008
Language of surgery: A surgical gesture dataset for human motion modeling
Y Gao, SS Vedula, CE Reiley, N Ahmidi, B Varadarajan, HC Lin, L Tao, ...
Modeling and monitoring of computer assisted interventions (M2CAI), 2014
82014
Manifold clustering for motion segmentation
L Zappella
Universitat de Girona, 2011
82011
Simultaneous motion segmentation and structure from motion
L Zappella, A Del Bue, X Lladó, J Salvi
2011 IEEE Workshop on Applications of Computer Vision (WACV), 679-684, 2011
82011
Designing data: Proactive data collection and iteration for machine learning
A Hopkins, F Hohman, L Zappella, XS Cuadros, D Moritz
arXiv preprint arXiv:2301.10319, 2023
72023
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Articles 1–20