| 2026 | ACL | Pref-CTRL: Preference Driven LLM Alignment using Representation Editing. | Imranul Ashrafi, Inigo Jauregi Unanue, Massimo Piccardi |
| 2026 | EACL | Attribute-Controlled Translation with Preference Optimization. | Inigo Jauregi Unanue, Najmeh Sadoughi, Vimal Bhat, Zhu Liu, Massimo Piccardi |
| 2026 | LREC | ViMedCSS: A Vietnamese Medical Code-Switching Speech Dataset & Benchmark. | Tung X. Nguyen, Nhu Vo, Giang-Son Nguyen, Duy Mai Hoang, Chien Dinh Huynh, Inigo Jauregi Unanue, Massimo Piccardi, Wray L. Buntine, Dung D. Le |
| 2025 | ECAI | DAT-CRF: Improving the Directed Acyclic Transformer with CRF Integration. | Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi |
| 2025 | WCNC | 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 |
| 2024 | COLING | XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks. | Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi |
| 2024 | COLING | Improving Vietnamese-English Medical Machine Translation. | Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine |
| 2024 | NAACL | SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization. | Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi |
| 2023 | PAKDD | Improving Machine Translation and Summarization with the Sinkhorn Divergence. | Shijie Li, Inigo Jauregi Unanue, Massimo Piccardi |
| 2023 | TrustCom | I2Map: IoT Device Attestation Using Integrity Map. | Imran Makhdoom, Mehran Abolhasan, Justin Lipman, Daniel Robert Franklin, Massimo Piccardi |
| 2022 | ACL | A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization. | Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi |
| 2022 | AusDM | A Temperature-Modified Dynamic Embedded Topic Model. | Amit Kumar, Nazanin Esmaili, Massimo Piccardi |
| 2021 | ACL | BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. | Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi |
| 2021 | ICONIP | A REINFORCEd Variational Autoencoder Topic Model. | Amit Kumar, Nazanin Esmaili, Massimo Piccardi |
| 2021 | PACLIC | Improving Adversarial Text Generation with n-Gram Matching. | Shijie Li, Massimo Piccardi |
| 2020 | COLING | Leveraging Discourse Rewards for Document-Level Neural Machine Translation. | Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi |
| 2020 | ICPR | Learning Neural Textual Representations for Citation Recommendation. | Binh Thanh Kieu, Inigo Jauregi Unanue, Son Bao Pham, Hieu Xuan Phan, Massimo Piccardi |
| 2020 | INLG | Controlled Text Generation with Adversarial Learning. | Federico Betti, Giorgia Ramponi, Massimo Piccardi |
| 2019 | CICLING | Taxonomy-Based Feature Extraction for Document Classification, Clustering and Semantic Analysis. | Sattar Seifollahi, Massimo Piccardi |
| 2019 | NAACL | ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems. | Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi |
| 2018 | AusDM | Taxonomy-Augmented Features for Document Clustering. | Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger |
| 2018 | CICLING | SMGKM: An Efficient Incremental Algorithm for Clustering Document Collections. | Adil M. Bagirov, Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger |
| 2018 | LREC | BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset. | Hanieh Poostchi, Ehsan Zare Borzeshi, Massimo Piccardi |
| 2018 | LREC | English-Basque Statistical and Neural Machine Translation. | Inigo Jauregi Unanue, Lierni Garmendia Arratibel, Ehsan Zare Borzeshi, Massimo Piccardi |
| 2017 | AusDM | A Semi-supervised Hidden Markov Topic Model Based on Prior Knowledge. | Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi |
| 2017 | ISM | Minimum-Risk Structured Learning of Video Summarization. | Fairouz Hussein, Massimo Piccardi |
| 2017 | MMSP | Dissimilarity-based action recognition with the pair hidden Markov support vector machine. | Zhen Wang, Massimo Piccardi |
| 2016 | COLING | PersoNER: Persian Named-Entity Recognition. | Hanieh Poostchi, Ehsan Zare Borzeshi, Mohammad Abdous, Massimo Piccardi |
| 2016 | ICASSP | Joint action recognition and summarization by sub-modular inference. | Fairouz Hussein, Sari Awwad, Massimo Piccardi |
| 2016 | IVCNZ | Local depth patterns for fine-grained activity recognition in depth videos. | Sari Awwad, Massimo Piccardi |
| 2016 | WACV | Static action recognition by efficient greedy inference. | Shaukat R. Abidi, Massimo Piccardi, Mary-Anne Williams |
| 2016 | SSPR | Sequential Labeling with Structural SVM Under an Average Precision Loss. | Guopeng Zhang, Massimo Piccardi |
| 2014 | AISTATS | A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response. | Ava Bargi, Richard Yi Da Xu, Zoubin Ghahramani, Massimo Piccardi |
| 2014 | ICIP | Complex event recognition by latent temporal models of concepts. | Ehsan Zare Borzeshi, Afshin Dehghan, Massimo Piccardi, Mubarak Shah |
| 2014 | ICIP | Sequential labeling with structural SVM under the F1 loss. | Guopeng Zhang, Massimo Piccardi |
| 2014 | ICPR | An Infinite Adaptive Online Learning Model for Segmentation and Classification of Streaming Data. | Ava Bargi, Richard Yi Da Xu, Massimo Piccardi |
| 2013 | IROS | Towards simultaneous place classification and object detection based on conditional random field with multiple cues. | Lei Shi, Sarath Kodagoda, Massimo Piccardi |
| 2012 | CVPR | An online HDP-HMM for joint action segmentation and classification in motion capture data. | Ava Bargi, Richard Yi Da Xu, Massimo Piccardi |
| 2012 | SSPR | Human Action Recognition in Video by Fusion of Structural and Spatio-temporal Features. | Ehsan Zare Borzeshi, scar Prez Concha, Massimo Piccardi |
| 2011 | CVPR | HMM-MIO: An enhanced hidden Markov model for action recognition. | scar Prez Concha, Richard Y. D. Xu, Zia Moghaddam, Massimo Piccardi |
| 2011 | ICIAP | Automatic Human Action Recognition in Videos by Graph Embedding. | Ehsan Zare Borzeshi, Richard Yi Da Xu, Massimo Piccardi |
| 2011 | ICIP | Robust density modelling using the student's t-distribution for human action recognition. | Zia Moghaddam, Massimo Piccardi |
| 2010 | AVSS | Histogram-Based Training Initialisation of Hidden Markov Models for Human Action Recognition. | Zia Moghaddam, Massimo Piccardi |
| 2010 | DICTA | Robust Dimensionality Reduction for Human Action Recognition. | scar Prez Concha, Richard Yi Da Xu, Massimo Piccardi |
| 2010 | DICTA | Compressive Sensing of Time Series for Human Action Recognition. | scar Prez Concha, Richard Yi Da Xu, Massimo Piccardi |
| 2009 | ACIVS | Mixtures of Normalized Linear Projections. | Ahmed Fawzi Otoom, scar Prez Concha, Hatice Gunes, Massimo Piccardi |
| 2009 | DICTA | Deterministic Initialization of Hidden Markov Models for Human Action Recognition. | Zia Moghaddam, Massimo Piccardi |
| 2009 | ICIP | An efficient Bayesian framework for on-line action recognition. | Roberto Vezzani, Massimo Piccardi, Rita Cucchiara |
| 2009 | ICIP | Head detection for video surveillance based on categorical hair and skin colour models. | Zui Zhang, Hatice Gunes, Massimo Piccardi |
| 2008 | AVSS | Tracking People in Crowds by a Part Matching Approach. | Zui Zhang, Hatice Gunes, Massimo Piccardi |
| 2008 | ICIP | Feature extraction techniques for abandoned object classification in video surveillance. | Ahmed Fawzi Otoom, Hatice Gunes, Massimo Piccardi |
| 2008 | ICIP | An accurate algorithm for head detection based on XYZ and HSV hair and skin color models. | Zui Zhang, Hatice Gunes, Massimo Piccardi |
| 2008 | ICPR | Maximum-likelihood dimensionality reduction in gaussian mixture models with an application to object classification. | Massimo Piccardi, Hatice Gunes, Ahmed Fawzi Otoom |
| 2008 | SMC | Comparative performance analysis of feature sets for abandoned object classification. | Ahmed Fawzi Otoom, Hatice Gunes, Massimo Piccardi |
| 2007 | AVSS | A framework for track matching across disjoint cameras using robust shape and appearance features. | Christopher S. Madden, Massimo Piccardi |
| 2007 | CVPR | Hidden Markov Models with Kernel Density Estimation of Emission Probabilities and their Use in Activity Recognition. | Massimo Piccardi, scar Prez |
| 2007 | ICIAP | Detecting Major Segmentation Errors for a Tracked Person Using Colour Feature Analysis. | Christopher S. Madden, Massimo Piccardi |
| 2007 | ISVC | Comparison of Techniques for Mitigating the Effects of Illumination Variations on the Appearance of Human Targets. | Christopher S. Madden, Massimo Piccardi, Silvia Zuffi |
| 2007 | IWINAC | Comparison of Classifiers for Human Activity Recognition. | scar Prez, Massimo Piccardi, Jess Garca, Jos M. Molina |
| 2007 | MVA | A Review of Tracking Methods under Occlusions. | Zui Zhang, Massimo Piccardi |
| 2006 | AVSS | Mitigating the Effects of Variable Illumination for Tracking across Disjoint Camera Views. | Eric Dahai Cheng, Christopher S. Madden, Massimo Piccardi |
| 2006 | AVSS | Video Surveillance at the Beginning of the Third Millennium: The Viewpoint of Research, Industry, Government Bodies, Research Funding Agencies and the Community. | Massimo Piccardi |
| 2006 | ICIP | Matching of Objects Moving Across Disjoint Cameras. | Eric Dahai Cheng, Massimo Piccardi |
| 2006 | ICPR | A Bimodal Face and Body Gesture Database for Automatic Analysis of Human Nonverbal Affective Behavior. | Hatice Gunes, Massimo Piccardi |
| 2006 | SMC | Creating and Annotating Affect Databases from Face and Body Display: A Contemporary Survey. | Hatice Gunes, Massimo Piccardi |
| 2005 | ACII | Fusing Face and Body Display for Bi-modal Emotion Recognition: Single Frame Analysis and Multi-frame Post Integration. | Hatice Gunes, Massimo Piccardi |
| 2005 | AVSS | Track matching over disjoint camera views based on an incremental major color spectrum histogram. | Massimo Piccardi, Eric Dahai Cheng |
| 2005 | CVPR | Multi-Frame Moving Object Track Matching Based on an Incremental Major Color Spectrum Histogram Matching Algorithm. | Massimo Piccardi, Eric Dahai Cheng |
| 2005 | FPGA | An FPGA generator for multipoint distributed random variables (abstract only). | Nicola Bruti Liberati, Eckhard Platen, Filippo Martini, Massimo Piccardi |
| 2005 | ICIAP | Track Matching by Major Color Histograms Matching and Post-matching Integration. | Eric Dahai Cheng, Massimo Piccardi |
| 2005 | ICITA | Automatic Visual Recognition of Face and Body Action Units. | Hatice Gunes, Massimo Piccardi |
| 2005 | ISCAS | A hardware generator for multi-point distributed random variables. | Nicola Bruti Liberati, Eckhard Platen, Filippo Martini, Massimo Piccardi |
| 2005 | SMC | Affect recognition from face and body: early fusion vs. late fusion. | Hatice Gunes, Massimo Piccardi |
| 2005 | RO-MAN | Fusing face and body gesture for machine recognition of emotions. | Hatice Gunes, Massimo Piccardi |
| 2004 | ICIP | Mean-shift background image modelling. | Massimo Piccardi, Tony Jan |
| 2004 | SMC | Comparative beauty classification for pre-surgery planning. | Hatice Gunes, Massimo Piccardi, Tony Jan |
| 2004 | SMC | Efficient video object classifier using locality-enhanced support vector machines. | Tony Jan, Pohsiang Tsai, Massimo Piccardi, Tom Hintz |
| 2004 | SMC | Background subtraction techniques: a review. | Massimo Piccardi |
| 2004 | VCIP | Automated classification of female facial beauty by image analysis and supervised learning. | Hatice Gunes, Massimo Piccardi, Tony Jan |
| 2001 | ICIAP | Detecting Objects, Shadows and Ghosts in Video Streams by Exploiting Color and Motion Information. | Rita Cucchiara, Costantino Grana, Andrea Prati, Massimo Piccardi |
| 2000 | BMVC | Focus based Feature Extraction for Pallets Recognition. | Rita Cucchiara, Massimo Piccardi, Andrea Prati |
| 1999 | ICIAP | 3D Object Recognition by VC-Graphs and Interactive Constraint Satisfaction. | Rita Cucchiara, Evelina Lamma, Paola Mello, Michela Milano, Massimo Piccardi |
| 1999 | ICIAP | Real-Time Detection of Moving Vehicles. | Rita Cucchiara, Andrea Prati, Massimo Piccardi, Nello Scarabottolo |
| 1999 | IJCAI | Constraint Propagation and Value Acquisition: Why we should do it Interactively. | Evelina Lamma, Paola Mello, Michela Milano, Rita Cucchiara, Marco Gavanelli, Massimo Piccardi |
| 1998 | HiPC | Exploiting image processing locality in cache pre-fetching. | Rita Cucchiara, Massimo Piccardi |
| 1997 | ICIAP | Learning for Feature Selection and Shape Detection. | Rita Cucchiara, Massimo Piccardi, Michele Bariani, Paola Mello |
| 1997 | IDA | Exploiting Symbolic Learning in Visual Inspection. | Massimo Piccardi, Rita Cucchiara, Michele Bariani, Paola Mello |
| 1997 | MMSP | Block processing on multiprocessor DSPs for multimedia applications. | Rita Cucchiara, Alessandro Callipo, Massimo Piccardi |
| 1996 | ICIP | Detection of luminosity profiles of elongated shapes. | Rita Cucchiara, Massimo Piccardi |