Processing of variable size images on a cellular array: Performance analysis with the Abingdon Cross Benchmark. - Massimo Piccardi; Luigi Di Stefano; Rita Cucchiara; Tullio Salmon Cinotti (ASAP, 1993)

A preliminary performance evaluation of the quadrics architecture with the DARPA image understanding benchmark. - Massimo Piccardi; Tullio Salmon Cinotti; Silvia Zuffi (HPCN Europe, 1995)

Detection of Circular Objects by Wave Propagation on a Mesh-Connected Computer. - Rita Cucchiara; Luigi Di Stefano; Massimo Piccardi (J. Parallel Distributed Comput., 1995)

Detection of luminosity profiles of elongated shapes. - Rita Cucchiara; Massimo Piccardi (ICIP (3), 1996)

Learning for Feature Selection and Shape Detection. - Rita Cucchiara; Massimo Piccardi; Michele Bariani; Paola Mello (ICIAP (1), 1997)

Exploiting Symbolic Learning in Visual Inspection. - Massimo Piccardi; Rita Cucchiara; Michele Bariani; Paola Mello (IDA, 1997)

Block processing on multiprocessor DSPs for multimedia applications. - Rita Cucchiara; Alessandro Callipo; Massimo Piccardi (MMSP, 1997)

The GIOTTO System: a Parallel Computer for Image Processing. - Rita Cucchiara; Luigi Di Stefano; Massimo Piccardi; Tullio Salmon Cinotti (Real Time Imaging, 1997)

Interactive Constraint Satisfaction and its Application to Visual Object Recognition. - Evelina Lamma; Michela Milano; Rita Cucchiara; Paola Mello; Massimo Piccardi (APPIA-GULP-PRODE, 1998)

Exploiting image processing locality in cache pre-fetching. - Rita Cucchiara; Massimo Piccardi (HiPC, 1998)

A real-time hardware implementation of the hough transform. - Rita Cucchiara; Giovanni Neri; Massimo Piccardi (J. Syst. Archit., 1998)

3D Object Recognition by VC-Graphs and Interactive Constraint Satisfaction. - Rita Cucchiara; Evelina Lamma; Paola Mello; Michela Milano; Massimo Piccardi (ICIAP, 1999)

Real-Time Detection of Moving Vehicles. - Rita Cucchiara; Andrea Prati 001; Massimo Piccardi; Nello Scarabottolo (ICIAP, 1999)

Exploiting Cache in Multimedia. - Rita Cucchiara; Massimo Piccardi; Andrea Prati 001 (ICMCS, Vol. 1, 1999)

Vehicle Detection under Day and Night Illumination. - Rita Cucchiara; Massimo Piccardi (IIA/SOCO, 1999)

Constraint Propagation and Value Acquisition: Why we should do it Interactively. - Evelina Lamma; Paola Mello; Michela Milano; Rita Cucchiara; Marco Gavanelli; Massimo Piccardi (IJCAI, 1999)

Eliciting visual primitives for detection of elongated shapes. - Rita Cucchiara; Massimo Piccardi (Image Vis. Comput., 1999)

Focus based Feature Extraction for Pallets Recognition. - Rita Cucchiara; Massimo Piccardi; Andrea Prati 001 (BMVC, 2000)

Hardware Prefetching Techniques for Cache Memories in Multimedia Applications. - Rita Cucchiara; Massimo Piccardi; Andrea Prati 001 (CAMP, 2000)

Computational models for image processing for shared-memory multiprocessors. - Alessandro Callipo; Rita Cucchiara; Massimo Piccardi (Integr. Comput. Aided Eng., 2000)

Image analysis and rule-based reasoning for a traffic monitoring system. - Rita Cucchiara; Massimo Piccardi; Paola Mello (IEEE Trans. Intell. Transp. Syst., 2000)

Detecting Objects, Shadows and Ghosts in Video Streams by Exploiting Color and Motion Information. - Rita Cucchiara; Costantino Grana; Andrea Prati 001; Massimo Piccardi (ICIAP, 2001)

An application of machine learning and statistics to defect detection. - Rita Cucchiara; Paola Mello; Massimo Piccardi; Fabrizio Riguzzi (Intell. Data Anal., 2001)

From Eager to Lazy Constrained Data Acquisition: A General Framework. - Paola Mello; Michela Milano; Marco Gavanelli; Evelina Lamma; Massimo Piccardi; Rita Cucchiara (New Gener. Comput., 2001)

Performance Evaluation of an Automated Classifier of Female Facial Beauty. - Hatice Gunes; Massimo Piccardi; Tony Jan (CISST, 2003)

Suspicious Behavior Assessment for Visual Surveillance Using Neural Network Classifiers. - Tony Jan; Massimo Piccardi; Hatice Gunes (CISST, 2003)

Neural network classifiers for automated video surveillance. - Tony Jan; Massimo Piccardi; Tom Hintz (NNSP, 2003)

Face and Body Gesture Recognition for a Vision-Based Multimodal Analyzer. - Hatice Gunes; Massimo Piccardi; Tony Jan (VIP, 2003)

Improving Data Prefetching Efficacy in Multimedia Applications. - Rita Cucchiara; Andrea Prati 001; Massimo Piccardi (Multim. Tools Appl., 2003)

Detecting Moving Objects, Ghosts, and Shadows in Video Streams. - Rita Cucchiara; Costantino Grana; Massimo Piccardi; Andrea Prati 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

Face and Body Gesture Analysis for Multimodal HCI. - Hatice Gunes; Massimo Piccardi; Tony Jan (APCHI, 2004)

Automatic License Plate Recognition: a Review. - Wenjing Jia; Xiangjian He; Massimo Piccardi (CISST, 2004)

Mean-shift background image modelling. - Massimo Piccardi; Tony Jan (ICIP, 2004)

Comparative beauty classification for pre-surgery planning. - Hatice Gunes; Massimo Piccardi; Tony Jan (SMC (3), 2004)

Efficient video object classifier using locality-enhanced support vector machines. - Tony Jan; Pohsiang Tsai; Massimo Piccardi; Tom Hintz (SMC (7), 2004)

Background subtraction techniques: a review. - Massimo Piccardi (SMC (4), 2004)

Automated classification of female facial beauty by image analysis and supervised learning. - Hatice Gunes; Massimo Piccardi; Tony Jan (VCIP, 2004)

Neighbor cache prefetching for multimedia image and video processing. - Rita Cucchiara; Massimo Piccardi; Andrea Prati 001 (IEEE Trans. Multim., 2004)

Fusing Face and Body Display for Bi-modal Emotion Recognition: Single Frame Analysis and Multi-frame Post Integration. - Hatice Gunes; Massimo Piccardi (ACII, 2005)

Track matching over disjoint camera views based on an incremental major color spectrum histogram. - Massimo Piccardi; Eric Dahai Cheng (AVSS, 2005)

Multi-Frame Moving Object Track Matching Based on an Incremental Major Color Spectrum Histogram Matching Algorithm. - Massimo Piccardi; Eric Dahai Cheng (CVPR Workshops, 2005)

Boat-generated acoustic target signal detection by use of an Adaptive Median CFAR and multi-frame integration algorithm. - Eric Dahai Cheng; Massimo Piccardi; Tony Jan (EUSIPCO, 2005)

An FPGA generator for multipoint distributed random variables (abstract only). - Nicola Bruti Liberati; Eckhard Platen; Filippo Martini; Massimo Piccardi (FPGA, 2005)

Track Matching by Major Color Histograms Matching and Post-matching Integration. - Eric Dahai Cheng; Massimo Piccardi (ICIAP, 2005)

Automatic Visual Recognition of Face and Body Action Units. - Hatice Gunes; Massimo Piccardi (ICITA (1), 2005)

A hardware generator for multi-point distributed random variables. - Nicola Bruti Liberati; Eckhard Platen; Filippo Martini; Massimo Piccardi (ISCAS (2), 2005)

Fusing face and body gesture for machine recognition of emotions. - Hatice Gunes; Massimo Piccardi (RO-MAN, 2005)

Affect recognition from face and body: early fusion vs. late fusion. - Hatice Gunes; Massimo Piccardi (SMC, 2005)

Human-Focused Computer Vision Applications. - Massimo Piccardi (CGIV, 2006)

Mitigating the Effects of Variable Illumination for Tracking across Disjoint Camera Views. - Eric Dahai Cheng; Christopher S. Madden; Massimo Piccardi (AVSS, 2006)

Video Surveillance at the Beginning of the Third Millennium: The Viewpoint of Research, Industry, Government Bodies, Research Funding Agencies and the Community. - Massimo Piccardi (AVSS, 2006)

Matching of Objects Moving Across Disjoint Cameras. - Eric Dahai Cheng; Massimo Piccardi (ICIP, 2006)

A Bimodal Face and Body Gesture Database for Automatic Analysis of Human Nonverbal Affective Behavior. - Hatice Gunes; Massimo Piccardi (ICPR (1), 2006)

Creating and Annotating Affect Databases from Face and Body Display: A Contemporary Survey. - Hatice Gunes; Massimo Piccardi (SMC, 2006)

Assessing facial beauty through proportion analysis by image processing and supervised learning. - Hatice Gunes; Massimo Piccardi (Int. J. Hum. Comput. Stud., 2006)

A framework for track matching across disjoint cameras using robust shape and appearance features. - Christopher S. Madden; Massimo Piccardi (AVSS, 2007)

Hidden Markov Models with Kernel Density Estimation of Emission Probabilities and their Use in Activity Recognition. - Massimo Piccardi; Óscar Pérez (CVPR, 2007)

Comparison Between Genetic Algorithms and the Baum-Welch Algorithm in Learning HMMs for Human Activity Classification. - Óscar Pérez; Massimo Piccardi; Jesús García 001; Miguel Ángel Patricio Guisado; José Manuel Molina 001 (EvoWorkshops, 2007)

Detecting Major Segmentation Errors for a Tracked Person Using Colour Feature Analysis. - Christopher S. Madden; Massimo Piccardi (ICIAP, 2007)

Comparison of Techniques for Mitigating the Effects of Illumination Variations on the Appearance of Human Targets. - Christopher S. Madden; Massimo Piccardi; Silvia Zuffi (ISVC (2), 2007)

Comparison of Classifiers for Human Activity Recognition. - Óscar Pérez; Massimo Piccardi; Jesús García 001; José M. Molina 001 (IWINAC (2), 2007)

A Review of Tracking Methods under Occlusions. - Zui Zhang; Massimo Piccardi (MVA, 2007)

Bi-modal emotion recognition from expressive face and body gestures. - Hatice Gunes; Massimo Piccardi (J. Netw. Comput. Appl., 2007)

Tracking people across disjoint camera views by an illumination-tolerant appearance representation. - Christopher S. Madden; Eric Dahai Cheng; Massimo Piccardi (Mach. Vis. Appl., 2007)

Tracking People in Crowds by a Part Matching Approach. - Zui Zhang; Hatice Gunes; Massimo Piccardi (AVSS, 2008)

Feature extraction techniques for abandoned object classification in video surveillance. - Ahmed Fawzi Otoom; Hatice Gunes; Massimo Piccardi (ICIP, 2008)

An accurate algorithm for head detection based on XYZ and HSV hair and skin color models. - Zui Zhang; Hatice Gunes; Massimo Piccardi (ICIP, 2008)

Maximum-likelihood dimensionality reduction in gaussian mixture models with an application to object classification. - Massimo Piccardi; Hatice Gunes; Ahmed Fawzi Otoom (ICPR, 2008)

Comparative performance analysis of feature sets for abandoned object classification. - Ahmed Fawzi Otoom; Hatice Gunes; Massimo Piccardi (SMC, 2008)

A hardware generator of multi-point distributed random numbers for Monte Carlo simulation. - Nicola Bruti Liberati; Filippo Martini; Massimo Piccardi; Eckhard Platen (Math. Comput. Simul., 2008)

Mixtures of Normalized Linear Projections. - Ahmed Fawzi Otoom; Óscar Pérez Concha; Hatice Gunes; Massimo Piccardi (ACIVS, 2009)

Deterministic Initialization of Hidden Markov Models for Human Action Recognition. - Zia Moghaddam; Massimo Piccardi (DICTA, 2009)

An efficient Bayesian framework for on-line action recognition. - Roberto Vezzani; Massimo Piccardi; Rita Cucchiara (ICIP, 2009)

Head detection for video surveillance based on categorical hair and skin colour models. - Zui Zhang; Hatice Gunes; Massimo Piccardi (ICIP, 2009)

Automatic Temporal Segment Detection and Affect Recognition From Face and Body Display. - Hatice Gunes; Massimo Piccardi (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Histogram-Based Training Initialisation of Hidden Markov Models for Human Action Recognition. - Zia Moghaddam; Massimo Piccardi (AVSS, 2010)

Robust Dimensionality Reduction for Human Action Recognition. - Óscar Pérez Concha; Richard Yi Da Xu; Massimo Piccardi (DICTA, 2010)

Compressive Sensing of Time Series for Human Action Recognition. - Óscar Pérez Concha; Richard Yi Da Xu; Massimo Piccardi (DICTA, 2010)

Human action recognition with MPEG-7 descriptors and architectures. - Zia Moghaddam; Massimo Piccardi (ARTEMIS@ACM Multimedia, 2010)

Mixtures of Gaussian Distributions under Linear Dimensionality Reduction. - Ahmed Fawzi Otoom; Óscar Pérez Concha; Massimo Piccardi (VISAPP (2), 2010)

HMM-MIO: An enhanced hidden Markov model for action recognition. - Óscar Pérez Concha; Richard Y. D. Xu; Zia Moghaddam; Massimo Piccardi (CVPR Workshops, 2011)

A discriminative prototype selection approach for graph embedding in human action recognition. - Ehsan Zare Borzeshi; Massimo Piccardi; Richard Yi Da Xu (ICCV Workshops, 2011)

Automatic Human Action Recognition in Videos by Graph Embedding. - Ehsan Zare Borzeshi; Richard Yi Da Xu; Massimo Piccardi (ICIAP (2), 2011)

Robust density modelling using the student's t-distribution for human action recognition. - Zia Moghaddam; Massimo Piccardi (ICIP, 2011)

MLiT: mixtures of Gaussians under linear transformations. - Ahmed Fawzi Otoom; Hatice Gunes; Óscar Pérez Concha; Massimo Piccardi (Pattern Anal. Appl., 2011)

An online HDP-HMM for joint action segmentation and classification in motion capture data. - Ava Bargi; Richard Yi Da Xu; Massimo Piccardi (CVPR Workshops, 2012)

Human Action Recognition in Video by Fusion of Structural and Spatio-temporal Features. - Ehsan Zare Borzeshi; Óscar Pérez Concha; Massimo Piccardi (SSPR/SPR, 2012)

Towards simultaneous place classification and object detection based on conditional random field with multiple cues. - Lei Shi 013; Sarath Kodagoda; Massimo Piccardi (IROS, 2013)

A non-parametric conditional factor regression model for high-dimensional input and response. - Ava Bargi; Richard Yi Da Xu; Massimo Piccardi (CoRR, 2013)

Discriminative prototype selection methods for graph embedding. - Ehsan Zare Borzeshi; Massimo Piccardi; Kaspar Riesen; Horst Bunke (Pattern Recognit., 2013)

Joint Action Segmentation and Classification by an Extended Hidden Markov Model. - Ehsan Zare Borzeshi; Óscar Pérez Concha; Richard Yi Da Xu; Massimo Piccardi (IEEE Signal Process. Lett., 2013)

A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response. - Ava Bargi; Richard Yi Da Xu; Zoubin Ghahramani; Massimo Piccardi (AISTATS, 2014)

Complex event recognition by latent temporal models of concepts. - Ehsan Zare Borzeshi; Afshin Dehghan; Massimo Piccardi; Mubarak Shah (ICIP, 2014)

Sequential labeling with structural SVM under the F1 loss. - Guopeng Zhang; Massimo Piccardi (ICIP, 2014)

An Infinite Adaptive Online Learning Model for Segmentation and Classification of Streaming Data. - Ava Bargi; Richard Yi Da Xu; Massimo Piccardi (ICPR, 2014)

Special issue on background modeling for foreground detection in real-world dynamic scenes. - Thierry Bouwmans; Jordi Gonzàlez 001; Caifeng Shan; Massimo Piccardi; Larry S. Davis (Mach. Vis. Appl., 2014)

Training Initialization of Hidden Markov Models in Human Action Recognition. - Zia Moghaddam; Massimo Piccardi (IEEE Trans Autom. Sci. Eng., 2014)

Local Depth Patterns for Tracking in Depth Videos. - Sari Awwad; Fairouz Hussein; Massimo Piccardi (ACM Multimedia, 2015)

Action recognition in still images by latent superpixel classification. - Shaukat R. Abidi; Massimo Piccardi; Mary-Anne Williams (CoRR, 2015)

An Adaptive Online HDP-HMM for Segmentation and Classification of Sequential Data. - Ava Bargi; Richard Yi Da Xu; Massimo Piccardi (CoRR, 2015)

Tracking people under heavy occlusions by layered data association. - Zui Zhang; Óscar Pérez Concha; Massimo Piccardi (Multim. Tools Appl., 2015)

Structural SVM with Partial Ranking for Activity Segmentation and Classification. - Guopeng Zhang; Massimo Piccardi (IEEE Signal Process. Lett., 2015)

Bidirectional LSTM-CRF for Clinical Concept Extraction. - Raghavendra Chalapathy; Ehsan Zare Borzeshi; Massimo Piccardi (ClinicalNLP@COLING 2016, 2016)

An Investigation of Recurrent Neural Architectures for Drug Name Recognition. - Raghavendra Chalapathy; Ehsan Zare Borzeshi; Massimo Piccardi (Louhi@EMNLP, 2016)

PersoNER: Persian Named-Entity Recognition. - Hanieh Poostchi; Ehsan Zare Borzeshi; Mohammad Abdous; Massimo Piccardi (COLING, 2016)

Joint action recognition and summarization by sub-modular inference. - Fairouz Hussein; Sari Awwad; Massimo Piccardi (ICASSP, 2016)

A pair hidden Markov support vector machine for alignment of human actions. - Zhen Wang; Massimo Piccardi (ICME, 2016)

Local depth patterns for fine-grained activity recognition in depth videos. - Sari Awwad; Massimo Piccardi (IVCNZ, 2016)

Sequential Labeling with Structural SVM Under an Average Precision Loss. - Guopeng Zhang; Massimo Piccardi (S+SSPR, 2016)

Static action recognition by efficient greedy inference. - Shaukat R. Abidi; Massimo Piccardi; Mary-Anne Williams (WACV, 2016)

Big data meets multimedia analytics. - Tat-Seng Chua; Xiangjian He; Weifeng Liu 001; Massimo Piccardi; Yonggang Wen 001; Dacheng Tao (Signal Process., 2016)

A Semi-supervised Hidden Markov Topic Model Based on Prior Knowledge. - Sattar Seifollahi; Massimo Piccardi; Ehsan Zare Borzeshi (AusDM, 2017)

Minimum-Risk Structured Learning of Video Summarization. - Fairouz Hussein; Massimo Piccardi (ISM, 2017)

Dissimilarity-based action recognition with the pair hidden Markov support vector machine. - Zhen Wang; Massimo Piccardi (MMSP, 2017)

Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. - Inigo Jauregi Unanue; Ehsan Zare Borzeshi; Massimo Piccardi (J. Biomed. Informatics, 2017)

Prototype-based budget maintenance for tracking in depth videos. - Sari Awwad; Massimo Piccardi (Multim. Tools Appl., 2017)

V-JAUNE: A Framework for Joint Action Recognition and Video Summarization. - Fairouz Hussein; Massimo Piccardi (ACM Trans. Multim. Comput. Commun. Appl., 2017)

Cluster Labeling by Word Embeddings and WordNet's Hypernymy. - Hanieh Poostchi; Massimo Piccardi (ALTA, 2018)

A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems. - Inigo Jauregi Unanue; Ehsan Zare Borzeshi; Massimo Piccardi (NMT@ACL, 2018)

Taxonomy-Augmented Features for Document Clustering. - Sattar Seifollahi; Massimo Piccardi; Ehsan Zare Borzeshi; Bernie Kruger (AusDM, 2018)

SMGKM: An Efficient Incremental Algorithm for Clustering Document Collections. - Adil M. Bagirov; Sattar Seifollahi; Massimo Piccardi; Ehsan Zare Borzeshi; Bernie Kruger (CICLing (2), 2018)

BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset. - Hanieh Poostchi; Ehsan Zare Borzeshi; Massimo Piccardi (LREC, 2018)

English-Basque Statistical and Neural Machine Translation. - Inigo Jauregi Unanue; Lierni Garmendia Arratibel; Ehsan Zare Borzeshi; Massimo Piccardi (LREC, 2018)

Minimum-risk temporal alignment of videos. - Zhen Wang; Massimo Piccardi (Multim. Tools Appl., 2018)

AdOn HDP-HMM: An Adaptive Online Model for Segmentation and Classification of Sequential Data. - Ava Bargi; Richard Yi Da Xu; Massimo Piccardi (IEEE Trans. Neural Networks Learn. Syst., 2018)

Sequential Labeling With Structural SVM Under Nondecomposable Losses. - Guopeng Zhang; Massimo Piccardi; Ehsan Zare Borzeshi (IEEE Trans. Neural Networks Learn. Syst., 2018)

A multi-constraint structured hinge loss for named-entity recognition. - Hanieh Poostchi; Massimo Piccardi (ALTA, 2019)

Taxonomy-Based Feature Extraction for Document Classification, Clustering and Semantic Analysis. - Sattar Seifollahi; Massimo Piccardi (CICLing (2), 2019)

ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. - Inigo Jauregi Unanue; Ehsan Zare Borzeshi; Nazanin Esmaili; Massimo Piccardi (NAACL-HLT (1), 2019)

A Submodular Approach for Reference Recommendation. - Thanh Binh Kieu; Son Bao Pham; Xuan-Hieu Phan; Massimo Piccardi (PACLING, 2019)

A simulated annealing-based maximum-margin clustering algorithm. - Sattar Seifollahi; Adil M. Bagirov; Ehsan Zare Borzeshi; Massimo Piccardi (Comput. Intell., 2019)

Regressing Word and Sentence Embeddings for Regularization of Neural Machine Translation. - Inigo Jauregi Unanue; Ehsan Zare Borzeshi; Massimo Piccardi (CoRR, 2019)

Well-M3N: A Maximum-Margin Approach to Unsupervised Structured Prediction. - Shaukat R. Abidi; Massimo Piccardi; Ivor W. Tsang; Mary-Anne Williams (IEEE Trans. Emerg. Top. Comput. Intell., 2019)

Leveraging Discourse Rewards for Document-Level Neural Machine Translation. - Inigo Jauregi Unanue; Nazanin Esmaili; Gholamreza Haffari; Massimo Piccardi (COLING, 2020)

Learning Neural Textual Representations for Citation Recommendation. - Binh Thanh Kieu; Inigo Jauregi Unanue; Son Bao Pham; Hieu Xuan Phan; Massimo Piccardi (ICPR, 2020)

Controlled Text Generation with Adversarial Learning. - Federico Betti; Giorgia Ramponi; Massimo Piccardi (INLG, 2020)

Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages. - Rachel Bawden; Giorgio Maria Di Nunzio; Cristian Grozea; Inigo Jauregi Unanue; Antonio Jimeno-Yepes; Nancy Mah; David Martínez 001; Aurélie Névéol; Mariana L. Neves; Maite Oronoz; Olatz Perez-de-Viñaspre; Massimo Piccardi; et al. (WMT@EMNLP, 2020)

Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation. - Inigo Jauregi Unanue; Massimo Piccardi (WMT@EMNLP, 2020)

RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. - Jacob Parnell; Inigo Jauregi Unanue; Massimo Piccardi (SPNLP@ACL-IJCNLP, 2021)

BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. - Inigo Jauregi Unanue; Jacob Parnell; Massimo Piccardi (ACL/IJCNLP (2), 2021)

A REINFORCEd Variational Autoencoder Topic Model. - Amit Kumar 031; Nazanin Esmaili; Massimo Piccardi (ICONIP (5), 2021)

Improving Adversarial Text Generation with n-Gram Matching. - Shijie Li; Massimo Piccardi (PACLIC, 2021)

NeuSub: A Neural Submodular Approach for Citation Recommendation. - Binh Thanh Kieu; Inigo Jauregi Unanue; Son Bao Pham; Hieu Xuan Phan; Massimo Piccardi (IEEE Access, 2021)

Topic-Document Inference With the Gumbel-Softmax Distribution. - Amit Kumar 031; Nazanin Esmaili; Massimo Piccardi (IEEE Access, 2021)

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. - Nazanin Esmaili; Quinlan D. Buchlak; Massimo Piccardi; Bernie Kruger; Federico Girosi (Artif. Intell. Medicine, 2021)

An Embedding-Based Topic Model for Document Classification. - Sattar Seifollahi; Massimo Piccardi; Alireza Jolfaei (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. - Jacob Parnell; Inigo Jauregi Unanue; Massimo Piccardi (ACL (1), 2022)

A Temperature-Modified Dynamic Embedded Topic Model. - Amit Kumar 031; Nazanin Esmaili; Massimo Piccardi (AusDM, 2022)

Traffic incident duration prediction via a deep learning framework for text description encoding. - Artur Grigorev 001; Adriana Simona Mihaita; Khaled Saleh; Massimo Piccardi (ITSC, 2022)

BiLSTM-SSVM: Training the BiLSTM with a Structured Hinge Loss for Named-Entity Recognition. - Hanieh Poostchi; Massimo Piccardi (IEEE Trans. Big Data, 2022)

Neural Topic Model Training with the REBAR Gradient Estimator. - Amit Kumar 031; Nazanin Esmaili; Massimo Piccardi (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Improving Machine Translation and Summarization with the Sinkhorn Divergence. - Shijie Li; Inigo Jauregi Unanue; Massimo Piccardi (PAKDD (4), 2023)

I2Map: IoT Device Attestation Using Integrity Map. - Imran Makhdoom; Mehran Abolhasan; Justin Lipman; Daniel Robert Franklin; Massimo Piccardi (TrustCom, 2023)

T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. - Inigo Jauregi Unanue; Gholamreza Haffari; Massimo Piccardi (Trans. Assoc. Comput. Linguistics, 2023)

Topic-Based Unsupervised and Supervised Dictionary Induction. - Yuzhi Liu; Massimo Piccardi (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Regressing Word and Sentence Embeddings for Low-Resource Neural Machine Translation. - Inigo Jauregi Unanue; Ehsan Zare Borzeshi; Massimo Piccardi (IEEE Trans. Artif. Intell., 2023)

Detecting compromised IoT devices: Existing techniques, challenges, and a way forward. - Imran Makhdoom; Mehran Abolhasan; Daniel Robert Franklin; Justin Lipman; Christian Zimmermann; Massimo Piccardi; Negin Shariati (Comput. Secur., 2023)

XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks. - Tom Roth; Inigo Jauregi Unanue; Alsharif Abuadbba; Massimo Piccardi (LREC/COLING, 2024)

Improving Vietnamese-English Medical Machine Translation. - Nhu Vo; Dat Quoc Nguyen; Dung D. Le; Massimo Piccardi; Wray L. Buntine (LREC/COLING, 2024)

SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. - Jacob Parnell; Inigo Jauregi Unanue; Massimo Piccardi (NAACL-HLT, 2024)

LayerGLAT: A Flexible Non-autoregressive Transformer for Single-Pass and Multi-pass Prediction. - Shijie Li; Inigo Jauregi Unanue; Massimo Piccardi (ECML/PKDD (2), 2024)

Securing Personally Identifiable Information: A Survey of SOTA Techniques, and a Way Forward. - Imran Makhdoom; Mehran Abolhasan; Justin Lipman; Negin Shariati; Daniel Robert Franklin; Massimo Piccardi (IEEE Access, 2024)

Learning Spatial Affordances From 3D Point Clouds for Mapping Unseen Human Actions in Indoor Environments. - Lasitha Piyathilaka; Sarath Kodagoda; Karthick Thiyagarajan; Massimo Piccardi; D. M. G. Preethichandra; Umer Izhar (IEEE Access, 2024)

Secure Multi-Party Computation for Machine Learning: A Survey. - Ian Zhou; Farzad Tofigh; Massimo Piccardi; Mehran Abolhasan; Daniel Robert Franklin; Justin Lipman (IEEE Access, 2024)

A Generative Adversarial Attack for Multilingual Text Classifiers. - Tom Roth; Inigo Jauregi Unanue; Alsharif Abuadbba; Massimo Piccardi (CoRR, 2024)

A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers. - Tom Roth; Inigo Jauregi Unanue; Alsharif Abuadbba; Massimo Piccardi (CoRR, 2024)

SPAD - A Secure and Privacy-Preserving Distributed Analytics Framework. - Imran Makhdoom; Mehran Abolhasan; Justin Lipman; Daniel Robert Franklin; Massimo Piccardi (ICBC, 2025)

Defeating Eavesdropping Attacks with Inter-Cell Interference and Deep Reinforcement Learning. - Nguyen Van Huynh; Diep N. Nguyen; Lorenzo Mucchi; Stefano Caputo; Massimo Piccardi; Dinh Thai Hoang; Eryk Dutkiewicz (WCNC, 2025)

Empowering large language models for automated clinical assessment with generation-augmented retrieval and hierarchical chain-of-thought. - Zhanzhong Gu; Wenjing Jia; Massimo Piccardi; Ping Yu 004 (Artif. Intell. Medicine, 2025)

Fine-tuning text-to-SQL models with reinforcement-learning training objectives. - Xuan-Bang Nguyen; Xuan-Hieu Phan; Massimo Piccardi (Nat. Lang. Process. J., 2025)