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Michele Sasdelli
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Journal Articles
- 2021
- [j1]Carlos Santiago
, Catarina Barata
, Michele Sasdelli
, Gustavo Carneiro
, Jacinto C. Nascimento:
LOW: Training deep neural networks by learning optimal sample weights. Pattern Recognit. 110: 107585 (2021)
Conference and Workshop Papers
- 2022
- [c12]Anh-Dzung Doan
, Michele Sasdelli
, David Suter
, Tat-Jun Chin:
A Hybrid Quantum-Classical Algorithm for Robust Fitting. CVPR 2022: 417-427 - [c11]Gerard Snaauw, Michele Sasdelli
, Gabriel Maicas, Stephan Lau, Johan Verjans, Mark Jenkinson, Gustavo Carneiro
:
Mutual Information Neural Estimation for Unsupervised Multi-Modal Registration of Brain Images. EMBC 2022: 3510-3513 - [c10]Cameron Robert McLeod, Michele Sasdelli
:
Benchmarking D-Wave Quantum Annealers: Spectral Gap Scaling of Maximum Cardinality Matching Problems. ICCS (4) 2022: 150-163 - [c9]Andrew Du, Bo Chen, Tat-Jun Chin, Yee Wei Law
, Michele Sasdelli
, Ramesh Rajasegaran, Dillon Campbell:
Physical Adversarial Attacks on an Aerial Imagery Object Detector. WACV 2022: 3798-3808 - 2021
- [c8]Michele Sasdelli
, Thalaiyasingam Ajanthan, Tat-Jun Chin, Gustavo Carneiro
:
A Chaos Theory Approach to Understand Neural Network Optimization. DICTA 2021: 1-10 - [c7]Michele Sasdelli
, Tat-Jun Chin:
Quantum Annealing Formulation for Binary Neural Networks. DICTA 2021: 1-10 - 2020
- [c6]Rafael Felix
, Michele Sasdelli
, Ian D. Reid
, Gustavo Carneiro
:
Augmentation Network for Generalised Zero-Shot Learning. ACCV (4) 2020: 442-458 - [c5]Rafael Felix, Michele Sasdelli
, Ben Harwood, Gustavo Carneiro
:
Generalised Zero-shot Learning with Multi-modal Embedding Spaces. DICTA 2020: 1-8 - 2019
- [c4]Rafael Felix, Ben Harwood, Michele Sasdelli
, Gustavo Carneiro
:
Generalised Zero-Shot Learning with Domain Classification in a Joint Semantic and Visual Space. DICTA 2019: 1-8 - [c3]Alessandro Bay, Panagiotis Sidiropoulos, Eduard Vazquez, Michele Sasdelli
:
Real-time Tracker with Fast Recovery from Target Loss. ICASSP 2019: 1932-1936 - 2018
- [c2]Roshanak Zakizadeh, Yu Qian, Michele Sasdelli
, Eduard Vazquez:
Instance Retrieval at Fine-Grained Level Using Multi-attribute Recognition. SITIS 2018: 442-448 - 2016
- [c1]Emille E. O. Ishida
, Michele Sasdelli
, Ricardo Vilalta, Michel Aguena, Vinicius C. Busti
, Hugo Camacho
, Arlindo M. M. Trindade, Fabian Gieseke, Rafael S. de Souza
, Yabebal T. Fantaye, Paolo A. Mazzali
:
Exploring the spectroscopic diversity of type Ia supernovae with Deep Learning and Unsupervised Clustering. Astroinformatics 2016: 247-252
Informal and Other Publications
- 2023
- [i17]Frances Fengyi Yang, Michele Sasdelli, Tat-Jun Chin:
Training Multilayer Perceptrons by Sampling with Quantum Annealers. CoRR abs/2303.12352 (2023) - [i16]Maximilian Krahn, Michele Sasdelli, Frances Fengyi Yang, Vladislav Golyanik, Juho Kannala, Tat-Jun Chin, Tolga Birdal:
Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients. CoRR abs/2310.15128 (2023) - 2022
- [i15]Anh-Dzung Doan, Michele Sasdelli, David Suter, Tat-Jun Chin:
A Hybrid Quantum-Classical Algorithm for Robust Fitting. CoRR abs/2201.10110 (2022) - [i14]Gerard Snaauw, Michele Sasdelli, Gabriel Maicas, Stephan Lau, Johan Verjans, Mark Jenkinson, Gustavo Carneiro:
Mutual information neural estimation for unsupervised multi-modal registration of brain images. CoRR abs/2201.10305 (2022) - 2021
- [i13]Michele Sasdelli, Tat-Jun Chin:
Quantum Annealing Formulation for Binary Neural Networks. CoRR abs/2107.02751 (2021) - [i12]Andrew Du, Bo Chen, Tat-Jun Chin, Yee Wei Law, Michele Sasdelli, Ramesh Rajasegaran, Dillon Campbell:
Physical Adversarial Attacks on an Aerial Imagery Object Detector. CoRR abs/2108.11765 (2021) - [i11]Andrew Du, Yee Wei Law, Michele Sasdelli, Bo Chen, Ken Clarke, Michael S. Brown, Tat-Jun Chin:
Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector. CoRR abs/2112.01723 (2021) - 2019
- [i10]Rafael Felix, Michele Sasdelli, Ian D. Reid, Gustavo Carneiro:
Multi-modal Ensemble Classification for Generalized Zero Shot Learning. CoRR abs/1901.04623 (2019) - [i9]Alessandro Bay, Panagiotis Sidiropoulos, Eduard Vazquez, Michele Sasdelli:
Real-time tracker with fast recovery from target loss. CoRR abs/1902.04570 (2019) - [i8]Rafael Felix, Ben Harwood, Michele Sasdelli, Gustavo Carneiro:
Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces. CoRR abs/1908.02013 (2019) - [i7]Rafael Felix, Ben Harwood, Michele Sasdelli, Gustavo Carneiro:
Generalised Zero-Shot Learning with Domain Classification in a Joint Semantic and Visual Space. CoRR abs/1908.04930 (2019) - 2018
- [i6]Roshanak Zakizadeh, Michele Sasdelli, Yu Qian, Eduard Vazquez:
FineTag: Multi-label Retrieval of Attributes at Fine-grained Level in Images. CoRR abs/1806.07124 (2018) - [i5]Alessandro Bay, Panagiotis Sidiropoulos, Eduard Vazquez, Michele Sasdelli:
Hide and Seek tracker: Real-time recovery from target loss. CoRR abs/1806.07844 (2018) - [i4]Roshanak Zakizadeh, Michele Sasdelli, Yu Qian, Eduard Vazquez:
Improving the Annotation of DeepFashion Images for Fine-grained Attribute Recognition. CoRR abs/1807.11674 (2018) - [i3]Roshanak Zakizadeh, Yu Qian, Michele Sasdelli, Eduard Vazquez:
Instance Retrieval at Fine-grained Level Using Multi-Attribute Recognition. CoRR abs/1811.02949 (2018) - 2017
- [i2]Biswa Sengupta, Eduard Vazquez, Michele Sasdelli, Yu Qian, Martin Peniak, L. Netherton, G. Delfino:
Large-scale image analysis using docker sandboxing. CoRR abs/1703.02898 (2017) - [i1]Yu Qian, P. Giaccone, Michele Sasdelli, Eduard Vasquez, Biswa Sengupta:
Algorithmic clothing: hybrid recommendation, from street-style-to-shop. CoRR abs/1705.09451 (2017)
Coauthor Index
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