Massimo Piccardi

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 82

Top Venues

CoRR

IEEE Access

ACM Trans. Asian Low Resour. Lang. Inf. Process.

AusDM

Publications

Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
A Generative Adversarial Attack for Multilingual Text Classifiers. CoRR (2024)
Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine
Improving Vietnamese-English Medical Machine Translation. LREC/COLING (2024)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. CoRR (2024)
Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks. LREC/COLING (2024)
Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine
Improving Vietnamese-English Medical Machine Translation. CoRR (2024)
Ian Zhou, Farzad Tofigh, Massimo Piccardi, Mehran Abolhasan, Daniel Robert Franklin, Justin Lipman
Secure Multi-Party Computation for Machine Learning: A Survey. IEEE Access 12 (2024)
Lasitha Piyathilaka, Sarath Kodagoda, Karthick Thiyagarajan, Massimo Piccardi, D. M. G. Preethichandra, Umer Izhar
Learning Spatial Affordances From 3D Point Clouds for Mapping Unseen Human Actions in Indoor Environments. IEEE Access 12 (2024)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. NAACL-HLT (2024)
Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers. CoRR (2024)
Imran Makhdoom, Mehran Abolhasan, Justin Lipman, Daniel Robert Franklin, Massimo Piccardi
I2Map: IoT Device Attestation Using Integrity Map. TrustCom (2023)
Yuzhi Liu, Massimo Piccardi
Topic-Based Unsupervised and Supervised Dictionary Induction. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (3) (2023)
Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. Trans. Assoc. Comput. Linguistics 11 (2023)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
Regressing Word and Sentence Embeddings for Low-Resource Neural Machine Translation. IEEE Trans. Artif. Intell. 4 (3) (2023)
Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi
Improving Machine Translation and Summarization with the Sinkhorn Divergence. PAKDD (4) (2023)
Imran Makhdoom, Mehran Abolhasan, Daniel Robert Franklin, Justin Lipman, Christian Zimmermann, Massimo Piccardi, Negin Shariati
Detecting compromised IoT devices: Existing techniques, challenges, and a way forward. Comput. Secur. 132 (2023)
Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. CoRR (2023)
Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Massimo Piccardi
Traffic incident duration prediction via a deep learning framework for text description encoding. CoRR (2022)
Amit Kumar, Nazanin Esmaili, Massimo Piccardi
A Temperature-Modified Dynamic Embedded Topic Model. AusDM (2022)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. ACL (1) (2022)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. CoRR (2022)
Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Massimo Piccardi
Traffic incident duration prediction via a deep learning framework for text description encoding. ITSC (2022)
Hanieh Poostchi, Massimo Piccardi
BiLSTM-SSVM: Training the BiLSTM with a Structured Hinge Loss for Named-Entity Recognition. IEEE Trans. Big Data 8 (1) (2022)
Amit Kumar, Nazanin Esmaili, Massimo Piccardi
Neural Topic Model Training with the REBAR Gradient Estimator. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (5) (2022)
Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. CoRR (2021)
Amit Kumar, Nazanin Esmaili, Massimo Piccardi
A REINFORCEd Variational Autoencoder Topic Model. ICONIP (5) (2021)
Sattar Seifollahi, Massimo Piccardi, Alireza Jolfaei
An Embedding-Based Topic Model for Document Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 20 (3) (2021)
Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
NeuSub: A Neural Submodular Approach for Citation Recommendation. IEEE Access 9 (2021)
Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. ACL/IJCNLP (2) (2021)
Nazanin Esmaili, Quinlan D. Buchlak, Massimo Piccardi, Bernie Kruger, Federico Girosi
Multichannel mixture models for time-series analysis and classification of engagement with multiple health services: An application to psychology and physiotherapy utilization patterns after traffic accidents. Artif. Intell. Medicine 111 (2021)
Shijie Li, Massimo Piccardi
Improving Adversarial Text Generation with n-Gram Matching. PACLIC (2021)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. CoRR (2021)
Amit Kumar, Nazanin Esmaili, Massimo Piccardi
Topic-Document Inference With the Gumbel-Softmax Distribution. IEEE Access 9 (2021)
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. SPNLP@ACL-IJCNLP (2021)
Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi
Leveraging Discourse Rewards for Document-Level Neural Machine Translation. CoRR (2020)
Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
Learning Neural Textual Representations for Citation Recommendation. ICPR (2020)
Inigo Jauregi Unanue, Massimo Piccardi
Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation. WMT@EMNLP (2020)
Rachel Bawden, Giorgio Maria Di Nunzio, Cristian Grozea, Inigo Jauregi Unanue, Antonio Jimeno-Yepes, Nancy Mah, David Martínez, Aurélie Névéol, Mariana L. Neves, Maite Oronoz, Olatz Perez-de-Viñaspre, Massimo Piccardi, Roland Roller, Amy Siu, Philippe Thomas, Federica Vezzani, Maika Vicente Navarro, Dina Wiemann, Lana Yeganova
Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages. WMT@EMNLP (2020)
Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi
Learning Neural Textual Representations for Citation Recommendation. CoRR (2020)
Federico Betti, Giorgia Ramponi, Massimo Piccardi
Controlled Text Generation with Adversarial Learning. INLG (2020)
Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi
Leveraging Discourse Rewards for Document-Level Neural Machine Translation. COLING (2020)
Sattar Seifollahi, Massimo Piccardi
Taxonomy-Based Feature Extraction for Document Classification, Clustering and Semantic Analysis. CICLing (2) (2019)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. CoRR (2019)
Shaukat R. Abidi, Massimo Piccardi, Ivor W. Tsang, Mary-Anne Williams
N: A Maximum-Margin Approach to Unsupervised Structured Prediction. IEEE Trans. Emerg. Top. Comput. Intell. 3 (6) (2019)
Thanh Binh Kieu, Son Bao Pham, Xuan-Hieu Phan, Massimo Piccardi
A Submodular Approach for Reference Recommendation. PACLING (2019)
Hanieh Poostchi, Massimo Piccardi
A multi-constraint structured hinge loss for named-entity recognition. ALTA (2019)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. NAACL-HLT (1) (2019)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation. CoRR (2019)
Sattar Seifollahi, Adil M. Bagirov, Ehsan Zare Borzeshi, Massimo Piccardi
A simulated annealing-based maximum-margin clustering algorithm. Comput. Intell. 35 (1) (2019)
Adil M. Bagirov, Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger
SMGKM: An Efficient Incremental Algorithm for Clustering Document Collections. CICLing (2) (2018)
Zhen Wang, Massimo Piccardi
Minimum-risk temporal alignment of videos. Multim. Tools Appl. 77 (12) (2018)
Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger
Taxonomy-Augmented Features for Document Clustering. AusDM (2018)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. CoRR (2018)
Guopeng Zhang, Massimo Piccardi, Ehsan Zare Borzeshi
Sequential Labeling With Structural SVM Under Nondecomposable Losses. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Inigo Jauregi Unanue, Lierni Garmendia Arratibel, Ehsan Zare Borzeshi, Massimo Piccardi
English-Basque Statistical and Neural Machine Translation. LREC (2018)
Hanieh Poostchi, Massimo Piccardi
Cluster Labeling by Word Embeddings and WordNet's Hypernymy. ALTA (2018)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. NMT@ACL (2018)
Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
AdOn HDP-HMM: An Adaptive Online Model for Segmentation and Classification of Sequential Data. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Hanieh Poostchi, Ehsan Zare Borzeshi, Massimo Piccardi
BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset. LREC (2018)
Sari Awwad, Massimo Piccardi
Prototype-based budget maintenance for tracking in depth videos. Multim. Tools Appl. 76 (20) (2017)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. J. Biomed. Informatics 76 (2017)
Zhen Wang, Massimo Piccardi
Dissimilarity-based action recognition with the pair hidden Markov support vector machine. MMSP (2017)
Fairouz Hussein, Massimo Piccardi
V-JAUNE: A Framework for Joint Action Recognition and Video Summarization. ACM Trans. Multim. Comput. Commun. Appl. 13 (2) (2017)
Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi
A Semi-supervised Hidden Markov Topic Model Based on Prior Knowledge. AusDM (2017)
Fairouz Hussein, Massimo Piccardi
Minimum-Risk Structured Learning of Video Summarization. ISM (2017)
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CoRR (2017)
Tat-Seng Chua, Xiangjian He, Weifeng Liu, Massimo Piccardi, Yonggang Wen, Dacheng Tao
Big data meets multimedia analytics. Signal Process. 124 (2016)
Guopeng Zhang, Massimo Piccardi
Sequential Labeling with Structural SVM Under an Average Precision Loss. S+SSPR (2016)
Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
An Investigation of Recurrent Neural Architectures for Drug Name Recognition. Louhi@EMNLP (2016)
Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
Bidirectional LSTM-CRF for Clinical Concept Extraction. CoRR (2016)
Fairouz Hussein, Sari Awwad, Massimo Piccardi
Joint action recognition and summarization by sub-modular inference. ICASSP (2016)
Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
Bidirectional LSTM-CRF for Clinical Concept Extraction. ClinicalNLP@COLING 2016 (2016)
Zhen Wang, Massimo Piccardi
A pair hidden Markov support vector machine for alignment of human actions. ICME (2016)
Shaukat R. Abidi, Massimo Piccardi, Mary-Anne Williams
Static action recognition by efficient greedy inference. WACV (2016)
Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
Bidirectional LSTM-CRF for Clinical Concept Extraction. CoRR (2016)
Sari Awwad, Massimo Piccardi
Local depth patterns for fine-grained activity recognition in depth videos. IVCNZ (2016)
Hanieh Poostchi, Ehsan Zare Borzeshi, Mohammad Abdous, Massimo Piccardi
PersoNER: Persian Named-Entity Recognition. COLING (2016)
Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi
An Investigation of Recurrent Neural Architectures for Drug Name Recognition. CoRR (2016)
Zui Zhang, Óscar Pérez Concha, Massimo Piccardi
Tracking people under heavy occlusions by layered data association. Multim. Tools Appl. 74 (17) (2015)
Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
An Adaptive Online HDP-HMM for Segmentation and Classification of Sequential Data. CoRR (2015)
Guopeng Zhang, Massimo Piccardi
Structural SVM with Partial Ranking for Activity Segmentation and Classification. IEEE Signal Process. Lett. 22 (12) (2015)
Sari Awwad, Fairouz Hussein, Massimo Piccardi
Local Depth Patterns for Tracking in Depth Videos. ACM Multimedia (2015)
Shaukat R. Abidi, Massimo Piccardi, Mary-Anne Williams
Action recognition in still images by latent superpixel classification. CoRR (2015)
Guopeng Zhang, Massimo Piccardi
Sequential labeling with structural SVM under the F1 loss. ICIP (2014)
Ehsan Zare Borzeshi, Afshin Dehghan, Massimo Piccardi, Mubarak Shah
Complex event recognition by latent temporal models of concepts. ICIP (2014)
Ava Bargi, Richard Yi Da Xu, Zoubin Ghahramani, Massimo Piccardi
A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response. AISTATS (2014)
Zia Moghaddam, Massimo Piccardi
Training Initialization of Hidden Markov Models in Human Action Recognition. IEEE Trans Autom. Sci. Eng. 11 (2) (2014)
Thierry Bouwmans, Jordi Gonzàlez, Caifeng Shan, Massimo Piccardi, Larry S. Davis
Special issue on background modeling for foreground detection in real-world dynamic scenes. Mach. Vis. Appl. 25 (5) (2014)
Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
An Infinite Adaptive Online Learning Model for Segmentation and Classification of Streaming Data. ICPR (2014)
Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
A non-parametric conditional factor regression model for high-dimensional input and response. CoRR (2013)
Ehsan Zare Borzeshi, Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi
Joint Action Segmentation and Classification by an Extended Hidden Markov Model. IEEE Signal Process. Lett. 20 (12) (2013)
Ehsan Zare Borzeshi, Massimo Piccardi, Kaspar Riesen, Horst Bunke
Discriminative prototype selection methods for graph embedding. Pattern Recognit. 46 (6) (2013)
Lei Shi, Sarath Kodagoda, Massimo Piccardi
Towards simultaneous place classification and object detection based on conditional random field with multiple cues. IROS (2013)
Ehsan Zare Borzeshi, Óscar Pérez Concha, Massimo Piccardi
Human Action Recognition in Video by Fusion of Structural and Spatio-temporal Features. SSPR/SPR (2012)
Ava Bargi, Richard Yi Da Xu, Massimo Piccardi
An online HDP-HMM for joint action segmentation and classification in motion capture data. CVPR Workshops (2012)
Óscar Pérez Concha, Richard Y. D. Xu, Zia Moghaddam, Massimo Piccardi
HMM-MIO: An enhanced hidden Markov model for action recognition. CVPR Workshops (2011)
Ahmed Fawzi Otoom, Hatice Gunes, Óscar Pérez Concha, Massimo Piccardi
MLiT: mixtures of Gaussians under linear transformations. Pattern Anal. Appl. 14 (2) (2011)
Ehsan Zare Borzeshi, Massimo Piccardi, Richard Yi Da Xu
A discriminative prototype selection approach for graph embedding in human action recognition. ICCV Workshops (2011)
Ehsan Zare Borzeshi, Richard Yi Da Xu, Massimo Piccardi
Automatic Human Action Recognition in Videos by Graph Embedding. ICIAP (2) (2011)
Zia Moghaddam, Massimo Piccardi
Robust density modelling using the student's t-distribution for human action recognition. ICIP (2011)
Ahmed Fawzi Otoom, Óscar Pérez Concha, Massimo Piccardi
Mixtures of Gaussian Distributions under Linear Dimensionality Reduction. VISAPP (2) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Massimo Piccardi