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Giorgio Roffo

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2020 – today

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2024
[c17]
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Giorgio Roffo, Carlo Biffi, Pietro Salvagnini, Andrea Cherubini:
Feature Selection Gates with Gradient Routing for Endoscopic Image Computing. MICCAI (10) 2024: 339-349
[i9]
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  - journals/corr/abs-2407-04400
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Giorgio Roffo, Carlo Biffi, Pietro Salvagnini, Andrea Cherubini:
Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing. CoRR abs/2407.04400 (2024)
[i8]
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Giorgio Roffo:
Exploring Advanced Large Language Models with LLMsuite. CoRR abs/2407.12036 (2024)
2021
[j3]
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Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli, Marco Cristani:
Infinite Feature Selection: A Graph-based Feature Filtering Approach. IEEE Trans. Pattern Anal. Mach. Intell. 43(12): 4396-4410 (2021)
2020
[i7]
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  - journals/corr/abs-2006-08184
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Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli, Marco Cristani:
Infinite Feature Selection: A Graph-based Feature Filtering Approach. CoRR abs/2006.08184 (2020)

2010 – 2019

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2019
[j2]
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Abeer A. N. Buker, Giorgio Roffo, Alessandro Vinciarelli, Erik Cambria:
Type Like a Man! Inferring Gender from Keystroke Dynamics in Live-Chats. IEEE Intell. Syst. 34(6): 53-59 (2019)
[c16]
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Giorgio Roffo, Dong-Bach Vo, Mohammad Tayarani, Maki Rooksby, Alessandra Sorrentino, Simona Di Folco, Helen Minnis, Stephen A. Brewster, Alessandro Vinciarelli:
Automating the Administration and Analysis of Psychiatric Tests: The Case of Attachment in School Age Children. CHI 2019: 595
2018
[j1]
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  - journals/tog/MelziORCC18
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Simone Melzi, Maks Ovsjanikov, Giorgio Roffo, Marco Cristani, Umberto Castellani:
Discrete Time Evolution Process Descriptor for Shape Analysis and Matching. ACM Trans. Graph. 37(1): 4 (2018)
[c15]
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Filomena Scibelli, Giorgio Roffo, Mohammad Tayarani, Luca Bartoli, Gaetano De Mattia, Anna Esposito, Alessandro Vinciarelli:
Depression Speaks: Automatic Discrimination between Depressed and Non-Depressed Speakers Based on Nonverbal Speech Features. ICASSP 2018: 6842-6846
2017
[c14]
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Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli:
Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach. ICCV 2017: 1407-1415
[c13]
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Ruth Aylett, Frank Broz, Ayan Ghosh, Peter E. McKenna, Gnanathusharan Rajendran, Mary Ellen Foster, Giorgio Roffo, Alessandro Vinciarelli:
Evaluating robot facial expressions. ICMI 2017: 516-517
[i6]
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Giorgio Roffo, Simone Melzi:
Ranking to Learn: Feature Ranking and Selection via Eigenvector Centrality. CoRR abs/1704.05409 (2017)
[i5]
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Giorgio Roffo:
Ranking to Learn and Learning to Rank: On the Role of Ranking in Pattern Recognition Applications. CoRR abs/1706.05933 (2017)
[i4]
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Giorgio Roffo, Simone Melzi, Umberto Castellani, Alessandro Vinciarelli:
Infinite Latent Feature Selection: A Probabilistic Latent Graph-Based Ranking Approach. CoRR abs/1707.07538 (2017)
2016
[c12]
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Giorgio Roffo, Simone Melzi:
Online Feature Selection for Visual Tracking. BMVC 2016
[c11]
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823
[c10]
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Giorgio Roffo, Simone Melzi:
Ranking to Learn: - Feature Ranking and Selection via Eigenvector Centrality. NFMCP@PKDD/ECML 2016: 19-35
[c9]
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  - conf/prni/ObertinoRGM16
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Silvia Obertino, Giorgio Roffo, Cristina Granziera, Gloria Menegaz:
Infinite feature selection on shore-based biomarkers reveals connectivity modulation after stroke. PRNI 2016: 1-4
[c8]
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Giorgio Roffo, Alessandro Vinciarelli:
Personality in Computational Advertising: A Benchmark. EMPIRE@RecSys 2016: 18-25
[i3]
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Giorgio Roffo:
Report: Feature Selection Techniques for Classification. CoRR abs/1607.01327 (2016)
[i2]
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Giorgio Roffo:
Towards Personality-Aware Recommendation. CoRR abs/1607.05088 (2016)
[i1]
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Giorgio Roffo, Simone Melzi:
Object Tracking via Dynamic Feature Selection Processes. CoRR abs/1609.01958 (2016)
2015
[c7]
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  - conf/iccv/RoffoMC15
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Giorgio Roffo, Simone Melzi, Marco Cristani:
Infinite Feature Selection. ICCV 2015: 4202-4210
2014
[c6]
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  - conf/hbu/RoffoGFC14
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Giorgio Roffo, Cinzia Giorgetta, Roberta Ferrario, Marco Cristani:
Just the Way You Chat: Linking Personality, Style and Recognizability in Chats. HBU 2014: 30-41
[c5]
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Giorgio Roffo, Cinzia Giorgetta, Roberta Ferrario, Walter Riviera, Marco Cristani:
Statistical Analysis of Personality and Identity in Chats Using a Keylogging Platform. ICMI 2014: 224-231
2013
[c4]
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  - conf/avss/RoffoSVMC13
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Giorgio Roffo, Cristina Segalin, Alessandro Vinciarelli, Vittorio Murino, Marco Cristani:
Reading between the turns: Statistical modeling for identity recognition and verification in chats. AVSS 2013: 99-104
[c3]
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  - conf/ciarp/RoffoCPSM13
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Giorgio Roffo, Marco Cristani, Frank E. Pollick, Cristina Segalin, Vittorio Murino:
Statistical Analysis of Visual Attentional Patterns for Video Surveillance. CIARP (2) 2013: 520-527
[c2]
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  - conf/iccvw/RoffoCBMM13
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Giorgio Roffo, Marco Cristani, Loris Bazzani, Ha Quang Minh, Vittorio Murino:
Trusting Skype: Learning the Way People Chat for Fast User Recognition and Verification. ICCV Workshops 2013: 748-754
2012
[c1]
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  - conf/mm/CristaniRSBVM12
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Marco Cristani, Giorgio Roffo, Cristina Segalin, Loris Bazzani, Alessandro Vinciarelli, Vittorio Murino:
Conversationally-inspired stylometric features for authorship attribution in instant messaging. ACM Multimedia 2012: 1121-1124

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