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Michele Sasdelli
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Scientific domain knowledge improves exoplanet transit classification with deep learning
M Ansdell, Y Ioannou, HP Osborn, M Sasdelli, JC Smith, D Caldwell, ...
The Astrophysical journal letters 869 (1), L7, 2018
812018
Luminosity distributions of Type Ia supernovae
C Ashall, P Mazzali, M Sasdelli, SJ Prentice
Monthly Notices of the Royal Astronomical Society 460 (4), 3529-3544, 2016
662016
Physical adversarial attacks on an aerial imagery object detector
A Du, B Chen, TJ Chin, YW Law, M Sasdelli, R Rajasegaran, D Campbell
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
552022
Rapid classification of TESS planet candidates with convolutional neural networks
HP Osborn, M Ansdell, Y Ioannou, M Sasdelli, D Angerhausen, ...
Astronomy & Astrophysics 633, A53, 2020
552020
Abundance stratification in Type Ia supernovae–IV. The luminous, peculiar SN 1991T
M Sasdelli, PA Mazzali, E Pian, K Nomoto, S Hachinger, E Cappellaro, ...
Monthly Notices of the Royal Astronomical Society 445 (1), 711-725, 2014
522014
Exploring the spectroscopic diversity of Type Ia supernovae with dracula: a machine learning approach
M Sasdelli, EEO Ishida, R Vilalta, M Aguena, VC Busti, H Camacho, ...
Monthly Notices of the Royal Astronomical Society 461 (2), 2044-2059, 2016
332016
A hybrid quantum-classical algorithm for robust fitting
AD Doan, M Sasdelli, D Suter, TJ Chin
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
272022
LOW: Training deep neural networks by learning optimal sample weights
C Santiago, C Barata, M Sasdelli, G Carneiro, JC Nascimento
Pattern Recognition 110, 107585, 2021
262021
A luminous peculiar type IA supernova SN 2011HR: More like SN 1991T or SN 2007if?
JJ Zhang, XF Wang, M Sasdelli, TM Zhang, ZW Liu, PA Mazzali, XC Meng, ...
The Astrophysical Journal 817 (2), 114, 2016
242016
A metric space for Type Ia supernova spectra
M Sasdelli, W Hillebrandt, G Aldering, P Antilogus, C Aragon, S Bailey, ...
Monthly Notices of the Royal Astronomical Society 447 (2), 1247-1266, 2015
222015
Breaking the colour-reddening degeneracy in Type Ia supernovae
M Sasdelli, EEO Ishida, W Hillebrandt, C Ashall, PA Mazzali, SJ Prentice
Monthly Notices of the Royal Astronomical Society 460 (1), 373-382, 2016
192016
Multi-modal ensemble classification for generalized zero shot learning
R Felix, M Sasdelli, I Reid, G Carneiro
arXiv preprint arXiv:1901.04623, 2019
182019
Quantum annealing formulation for binary neural networks
M Sasdelli, TJ Chin
2021 Digital Image Computing: Techniques and Applications (DICTA), 1-10, 2021
152021
Generalised zero-shot learning with domain classification in a joint semantic and visual space
R Felix, B Harwood, M Sasdelli, G Carneiro
2019 Digital Image Computing: Techniques and Applications (DICTA), 1-8, 2019
142019
Algorithmic clothing: hybrid recommendation, from street-style-to-shop
Y Qian, P Giaccone, M Sasdelli, E Vasquez, B Sengupta
arXiv preprint arXiv:1705.09451, 2017
112017
A metric space for Type Ia supernova spectra: a new method to assess explosion scenarios
M Sasdelli, W Hillebrandt, M Kromer, EEO Ishida, FK Röpke, SA Sim, ...
Monthly Notices of the Royal Astronomical Society 466 (4), 3784-3809, 2017
102017
Improving the annotation of DeepFashion images for fine-grained attribute recognition
R Zakizadeh, M Sasdelli, Y Qian, E Vazquez
arXiv preprint arXiv:1807.11674, 2018
92018
Adversarial attacks against a satellite-borne multispectral cloud detector
A Du, YW Law, M Sasdelli, B Chen, K Clarke, M Brown, TJ Chin
2022 International Conference on Digital Image Computing: Techniques and …, 2022
82022
Benchmarking d-wave quantum annealers: Spectral gap scaling of maximum cardinality matching problems
CR McLeod, M Sasdelli
International Conference on Computational Science, 150-163, 2022
72022
ASASSN-14lp: two possible solutions for the observed ultraviolet suppression
B Barna, T Pereira, S Taubenberger, M Magee, M Kromer, W Kerzendorf, ...
Monthly Notices of the Royal Astronomical Society 506 (1), 415-431, 2021
62021
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