Restoring Exploration after Post-Training: Latent Exploration Decoding for Large Reasoning Models.

Enver Sangineto https://orcid.org/0000-0002-5187-4133 https://www.wikidata.org/entity/Q112174905 https://scholar.google.com/citations?user=eJZlvlAAAAAJ https://zbmath.org/authors/?q=ai:sangineto.enver

Wenhui Tan Fiorenzo Parascandolo Enver Sangineto Jianzhong Ju Zhenbo Luo Qian Cao 0001 Rita Cucchiara Ruihua Song Jian Luan 0001 Restoring Exploration after Post-Training: Latent Exploration Decoding for Large Reasoning Models. 2026 February abs/2602.01698 CoRR https://doi.org/10.48550/arXiv.2602.01698 db/journals/corr/corr2602.html#abs-2602-01698 streams/journals/corr

Fiorenzo Parascandolo Wenhui Tan Enver Sangineto Ruihua Song Rita Cucchiara BFS-PO: Best-First Search for Large Reasoning Models. 2026 February abs/2602.14917 CoRR https://doi.org/10.48550/arXiv.2602.14917 db/journals/corr/corr2602.html#abs-2602-14917 streams/journals/corr

Mattia Bernardi Chiara Cappellino Matteo Mosconi Enver Sangineto Angelo Porrello Simone Calderara ABRA: Teleporting Fine-Tuned Knowledge Across Domains for Open-Vocabulary Object Detection. 2026 March abs/2603.12409 CoRR https://doi.org/10.48550/arXiv.2603.12409 db/journals/corr/corr2603.html#abs-2603-12409 streams/journals/corr

Nicola Dall'Asen Willi Menapace Elia Peruzzo Enver Sangineto Yiming Wang 0002 Elisa Ricci 0001 Collaborative Neural Painting. 104298 2025 252 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2025.104298 db/journals/cviu/cviu252.html#DallAsenMPSWR25 streams/journals/cviu

Simone Luetto Fabrizio Garuti Enver Sangineto Lorenzo Forni Rita Cucchiara One transformer for all time series: representing and training with time-dependent heterogeneous tabular data. 145 2025 June 114 Mach. Learn. 6 https://doi.org/10.1007/s10994-025-06778-1 db/journals/ml/ml114.html#LuettoGSFC25 streams/journals/ml

Fabrizio Garuti Enver Sangineto Simone Luetto Lorenzo Forni Rita Cucchiara Diffusion Transformers for Tabular Data Time Series Generation. 2025 ICLR https://openreview.net/forum?id=bhOysNJvWm conf/iclr/2025 db/conf/iclr/iclr2025.html#GarutiSLFC25 Fiorenzo Parascandolo Nicholas Moratelli Enver Sangineto Lorenzo Baraldi 0001 Rita Cucchiara Causal Graphical Models for Vision-Language Compositional Understanding. 2025 ICLR https://openreview.net/forum?id=haJHr4UsQX conf/iclr/2025 db/conf/iclr/iclr2025.html#ParascandoloMS025

Fabrizio Garuti Enver Sangineto Simone Luetto Lorenzo Forni Rita Cucchiara Diffusion Transformers for Tabular Data Time Series Generation. 2025 April abs/2504.07566 CoRR https://doi.org/10.48550/arXiv.2504.07566 db/journals/corr/corr2504.html#abs-2504-07566 streams/journals/corr

Chengxi Min Wei Wang 0108 Yahui Liu Weixin Ye Enver Sangineto Qi Wang Yao Zhao 0001 Guiding the Experts: Semantic Priors for Efficient and Focused MoE Routing. 2025 May abs/2505.18586 CoRR https://doi.org/10.48550/arXiv.2505.18586 db/journals/corr/corr2505.html#abs-2505-18586 streams/journals/corr

Elia Peruzzo Enver Sangineto Yahui Liu Marco De Nadai Wei Bi Bruno Lepri Nicu Sebe Spatial entropy as an inductive bias for vision transformers. 6945-6975 2024 September 113 Mach. Learn. 9 https://doi.org/10.1007/s10994-024-06570-7 db/journals/ml/ml113.html#PeruzzoSLNBLS24 streams/journals/ml

Martin Menabue Emanuele Frascaroli Matteo Boschini Enver Sangineto Lorenzo Bonicelli Angelo Porrello Simone Calderara Semantic Residual Prompts for Continual Learning. 1-18 2024 ECCV (61) https://doi.org/10.1007/978-3-031-73030-6_1 conf/eccv/2024-61 db/conf/eccv/eccv2024-61.html#MenabueFBSBPC24 streams/conf/eccv Songlong Xing Elia Peruzzo Enver Sangineto Nicu Sebe From One to Many Lorikeets: Discovering Image Analogies in the CLIP Space. 383-399 2024 ICPR (9) https://doi.org/10.1007/978-3-031-78189-6_25 conf/icpr/2024-9 db/conf/icpr/icpr2024-9.html#XingPSS24 streams/conf/icpr Fabrizio Garuti Simone Luetto Enver Sangineto Rita Cucchiara Large-Scale Transformer models for Transactional Data. 277-282 2024 Ital-IA https://ceur-ws.org/Vol-3762/486.pdf conf/ital-ia/2024 db/conf/ital-ia/ital-ia2024.html#GarutiLSC24 Zipeng Xu Songlong Xing Enver Sangineto Nicu Sebe SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective. 5109-5118 2024 WACV https://doi.org/10.1109/WACV57701.2024.00504 conf/wacv/2024 db/conf/wacv/wacv2024.html#XuXSS24

Martin Menabue Emanuele Frascaroli Matteo Boschini Enver Sangineto Lorenzo Bonicelli Angelo Porrello Simone Calderara Semantic Residual Prompts for Continual Learning. 2024 abs/2403.06870 CoRR https://doi.org/10.48550/arXiv.2403.06870 db/journals/corr/corr2403.html#abs-2403-06870

Fiorenzo Parascandolo Nicholas Moratelli Enver Sangineto Lorenzo Baraldi 0001 Rita Cucchiara Causal Graphical Models for Vision-Language Compositional Understanding. 2024 abs/2412.09353 CoRR https://doi.org/10.48550/arXiv.2412.09353 db/journals/corr/corr2412.html#abs-2412-09353 streams/journals/corr

Zipeng Xu Enver Sangineto Nicu Sebe StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model. 7567-7577 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.00699 conf/iccv/2023 db/conf/iccv/iccv2023.html#XuSS23 Mang Ning Enver Sangineto Angelo Porrello Simone Calderara Rita Cucchiara Input Perturbation Reduces Exposure Bias in Diffusion Models. 26245-26265 2023 ICML https://proceedings.mlr.press/v202/ning23a.html conf/icml/2023 db/conf/icml/icml2023.html#NingSPCC23 Fabrizio Garuti Simone Luetto Rita Cucchiara Enver Sangineto Deep Learning and Large Scale Models for Bank Transactions. 512-516 2023 Ital-IA https://ceur-ws.org/Vol-3486/132.pdf conf/ital-ia/2023 db/conf/ital-ia/ital-ia2023.html#GarutiLCS23

Mang Ning Enver Sangineto Angelo Porrello Simone Calderara Rita Cucchiara Input Perturbation Reduces Exposure Bias in Diffusion Models. 2023 abs/2301.11706 CoRR https://doi.org/10.48550/arXiv.2301.11706 db/journals/corr/corr2301.html#abs-2301-11706

Simone Luetto Fabrizio Garuti Enver Sangineto Lorenzo Forni Rita Cucchiara One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data. 2023 abs/2302.06375 CoRR https://doi.org/10.48550/arXiv.2302.06375 https://www.wikidata.org/entity/Q124350278 db/journals/corr/corr2302.html#abs-2302-06375

Zipeng Xu Enver Sangineto Nicu Sebe StylerDALLE: Language-Guided Style Transfer Using a Vector-Quantized Tokenizer of a Large-Scale Generative Model. 2023 abs/2303.09268 CoRR https://doi.org/10.48550/arXiv.2303.09268 db/journals/corr/corr2303.html#abs-2303-09268

Zipeng Xu Songlong Xing Enver Sangineto Nicu Sebe SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer from a Spectral Perspective. 2023 abs/2303.09270 CoRR https://doi.org/10.48550/arXiv.2303.09270 db/journals/corr/corr2303.html#abs-2303-09270

Nicola Dall'Asen Willi Menapace Elia Peruzzo Enver Sangineto Yiming Wang 0002 Elisa Ricci 0001 Collaborative Neural Painting. 2023 abs/2312.01800 CoRR https://doi.org/10.48550/arXiv.2312.01800 db/journals/corr/corr2312.html#abs-2312-01800

Jichao Zhang Jingjing Chen Hao Tang 0005 Enver Sangineto Peng Wu 0014 Yan Yan 0002 Nicu Sebe Wei Wang 0108 Unsupervised High-Resolution Portrait Gaze Correction and Animation. 5272-5286 2022 31 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2022.3191852 db/journals/tip/tip31.html#ZhangCTSWYSW22

Jichao Zhang Enver Sangineto Hao Tang 0005 Aliaksandr Siarohin Zhun Zhong Nicu Sebe Wei Wang 0108 3D-Aware Semantic-Guided Generative Model for Human Synthesis. 339-356 2022 ECCV (15) https://doi.org/10.1007/978-3-031-19784-0_20 conf/eccv/2022-15 db/conf/eccv/eccv2022-15.html#ZhangS0SZS022 Aleksandr Ermolov Enver Sangineto Nicu Sebe Temporal Alignment for History Representation in Reinforcement Learning. 2172-2178 2022 ICPR https://doi.org/10.1109/ICPR56361.2022.9956553 conf/icpr/2022 db/conf/icpr/icpr2022.html#ErmolovSS22

Aleksandr Ermolov Enver Sangineto Nicu Sebe Temporal Alignment for History Representation in Reinforcement Learning. 2022 abs/2204.03525 CoRR https://doi.org/10.48550/arXiv.2204.03525 db/journals/corr/corr2204.html#abs-2204-03525

Elia Peruzzo Enver Sangineto Yahui Liu Marco De Nadai Wei Bi Bruno Lepri Nicu Sebe Spatial Entropy Regularization for Vision Transformers. 2022 abs/2206.04636 CoRR https://doi.org/10.48550/arXiv.2206.04636 db/journals/corr/corr2206.html#abs-2206-04636

Jichao Zhang Jingjing Chen Hao Tang 0005 Enver Sangineto Peng Wu 0014 Yan Yan 0002 Nicu Sebe Wei Wang 0108 Unsupervised High-Resolution Portrait Gaze Correction and Animation. 2022 abs/2207.00256 CoRR https://doi.org/10.48550/arXiv.2207.00256 db/journals/corr/corr2207.html#abs-2207-00256

Yahui Liu Enver Sangineto Yajing Chen Linchao Bao Haoxian Zhang Nicu Sebe Bruno Lepri Marco De Nadai Smooth image-to-image translations with latent space interpolations. 2022 abs/2210.00841 CoRR https://doi.org/10.48550/arXiv.2210.00841 db/journals/corr/corr2210.html#abs-2210-00841

Subhankar Roy Enver Sangineto Begüm Demir Nicu Sebe Metric-Learning-Based Deep Hashing Network for Content-Based Retrieval of Remote Sensing Images. 226-230 2021 18 IEEE Geosci. Remote. Sens. Lett. 2 https://doi.org/10.1109/LGRS.2020.2974629 db/journals/lgrs/lgrs18.html#RoySDS21

Subhankar Roy Aliaksandr Siarohin Enver Sangineto Nicu Sebe Elisa Ricci 0001 TriGAN: image-to-image translation for multi-source domain adaptation. 41 2021 32 Mach. Vis. Appl. 1 https://doi.org/10.1007/s00138-020-01164-4 db/journals/mva/mva32.html#RoySSSR21

Aliaksandr Siarohin Stéphane Lathuilière Enver Sangineto Nicu Sebe Appearance and Pose-Conditioned Human Image Generation Using Deformable GANs. 1156-1171 2021 43 IEEE Trans. Pattern Anal. Mach. Intell. 4 https://doi.org/10.1109/TPAMI.2019.2947427 https://www.wikidata.org/entity/Q90846595 db/journals/pami/pami43.html#SiarohinLSS21

Yahui Liu Enver Sangineto Yajing Chen Linchao Bao Haoxian Zhang Nicu Sebe Bruno Lepri Wei Wang 0108 Marco De Nadai Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. 10785-10794 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Liu_Smoothing_the_Disentangled_Latent_Style_Space_for_Unsupervised_Image-to-Image_Translation_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.01064 https://www.wikidata.org/entity/Q114001867 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#LiuSCBZSL0N21 Enrico Fini Enver Sangineto Stéphane Lathuilière Zhun Zhong Moin Nabi Elisa Ricci 0001 A Unified Objective for Novel Class Discovery. 9264-9272 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00915 conf/iccv/2021 db/conf/iccv/iccv2021.html#FiniSLZN021 Aleksandr Ermolov Aliaksandr Siarohin Enver Sangineto Nicu Sebe Whitening for Self-Supervised Representation Learning. 3015-3024 2021 ICML http://proceedings.mlr.press/v139/ermolov21a.html conf/icml/2021 db/conf/icml/icml2021.html#ErmolovSSS21 Yahui Liu Enver Sangineto Wei Bi Nicu Sebe Bruno Lepri Marco De Nadai Efficient Training of Visual Transformers with Small Datasets. 23818-23830 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/c81e155d85dae5430a8cee6f2242e82c-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#LiuSBSLN21 Jingjing Chen Jichao Zhang Enver Sangineto Tao Chen 0003 Jiayuan Fan 0001 Nicu Sebe Coarse-to-Fine Gaze Redirection with Numerical and Pictorial Guidance. 3664-3673 2021 WACV https://doi.org/10.1109/WACV48630.2021.00371 conf/wacv/2021 db/conf/wacv/wacv2021.html#ChenZS0FS21

Jichao Zhang Aliaksandr Siarohin Hao Tang 0005 Jingjing Chen Enver Sangineto Wei Wang 0108 Nicu Sebe Controllable Person Image Synthesis with Spatially-Adaptive Warped Normalization. 2021 abs/2105.14739 CoRR https://arxiv.org/abs/2105.14739 db/journals/corr/corr2105.html#abs-2105-14739

Yahui Liu Enver Sangineto Wei Bi Nicu Sebe Bruno Lepri Marco De Nadai Efficient Training of Visual Transformers with Small-Size Datasets. 2021 abs/2106.03746 CoRR https://arxiv.org/abs/2106.03746 db/journals/corr/corr2106.html#abs-2106-03746

Yahui Liu Enver Sangineto Yajing Chen Linchao Bao Haoxian Zhang Nicu Sebe Bruno Lepri Wei Wang 0108 Marco De Nadai Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. 2021 abs/2106.09016 CoRR https://arxiv.org/abs/2106.09016 db/journals/corr/corr2106.html#abs-2106-09016

Enrico Fini Enver Sangineto Stéphane Lathuilière Zhun Zhong Moin Nabi Elisa Ricci 0001 A Unified Objective for Novel Class Discovery. 2021 abs/2108.08536 CoRR https://arxiv.org/abs/2108.08536 db/journals/corr/corr2108.html#abs-2108-08536

Jichao Zhang Enver Sangineto Hao Tang 0005 Aliaksandr Siarohin Zhun Zhong Nicu Sebe Wei Wang 0108 3D-Aware Semantic-Guided Generative Model for Human Synthesis. 2021 abs/2112.01422 CoRR https://arxiv.org/abs/2112.01422 db/journals/corr/corr2112.html#abs-2112-01422

Enrico Fini Stéphane Lathuilière Enver Sangineto Moin Nabi Elisa Ricci 0001 Online Continual Learning Under Extreme Memory Constraints. 720-735 2020 ECCV (28) https://doi.org/10.1007/978-3-030-58604-1_43 conf/eccv/2020-28 db/conf/eccv/eccv2020-28.html#FiniLSNR20 Jichao Zhang Jingjing Chen Hao Tang 0005 Wei Wang 0108 Yan Yan 0002 Enver Sangineto Nicu Sebe Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild. 1588-1596 2020 ACM Multimedia https://doi.org/10.1145/3394171.3413981 https://www.wikidata.org/entity/Q131024620 conf/mm/2020 db/conf/mm/mm2020.html#ZhangCTW0SS20 Stéphane Lathuilière Enver Sangineto Aliaksandr Siarohin Nicu Sebe Attention-based Fusion for Multi-source Human Image Generation. 428-437 2020 WACV https://doi.org/10.1109/WACV45572.2020.9093602 conf/wacv/2020 db/conf/wacv/wacv2020.html#LathuiliereSSS20

Jingjing Chen Jichao Zhang Jiayuan Fan 0001 Tao Chen 0003 Enver Sangineto Nicu Sebe MGGR: MultiModal-Guided Gaze Redirection with Coarse-to-Fine Learning. 2020 abs/2004.03064 CoRR https://arxiv.org/abs/2004.03064 db/journals/corr/corr2004.html#abs-2004-03064

Subhankar Roy Aliaksandr Siarohin Enver Sangineto Nicu Sebe Elisa Ricci 0001 TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation. 2020 abs/2004.08769 CoRR https://arxiv.org/abs/2004.08769 db/journals/corr/corr2004.html#abs-2004-08769

Aleksandr Ermolov Aliaksandr Siarohin Enver Sangineto Nicu Sebe Whitening for Self-Supervised Representation Learning. 2020 abs/2007.06346 CoRR https://arxiv.org/abs/2007.06346 db/journals/corr/corr2007.html#abs-2007-06346

Enrico Fini Stéphane Lathuilière Enver Sangineto Moin Nabi Elisa Ricci 0001 Online Continual Learning under Extreme Memory Constraints. 2020 abs/2008.01510 CoRR https://arxiv.org/abs/2008.01510 db/journals/corr/corr2008.html#abs-2008-01510

Jichao Zhang Jingjing Chen Hao Tang 0005 Wei Wang 0108 Yan Yan 0002 Enver Sangineto Nicu Sebe Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild. 2020 abs/2008.03834 CoRR https://arxiv.org/abs/2008.03834 db/journals/corr/corr2008.html#abs-2008-03834

Enver Sangineto Moin Nabi Dubravko Culibrk Nicu Sebe Self Paced Deep Learning for Weakly Supervised Object Detection. 712-725 2019 41 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2018.2804907 https://www.wikidata.org/entity/Q89548006 db/journals/pami/pami41.html#SanginetoNCS19

Subhankar Roy Aliaksandr Siarohin Enver Sangineto Samuel Rota Bulò Nicu Sebe Elisa Ricci 0001 Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss. 9471-9480 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Roy_Unsupervised_Domain_Adaptation_Using_Feature-Whitening_and_Consensus_Loss_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00970 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#RoySSBS019 Aliaksandr Siarohin Enver Sangineto Nicu Sebe Whitening and Coloring Batch Transform for GANs. 2019 ICLR (Poster) https://openreview.net/forum?id=S1x2Fj0qKQ conf/iclr/2019 db/conf/iclr/iclr2019.html#SiarohinSS19 Mahdyar Ravanbakhsh Enver Sangineto Moin Nabi Nicu Sebe Training Adversarial Discriminators for Cross-Channel Abnormal Event Detection in Crowds. 1896-1904 2019 WACV https://doi.org/10.1109/WACV.2019.00206 conf/wacv/2019 db/conf/wacv/wacv2019.html#RavanbakhshSNS19

Subhankar Roy Aliaksandr Siarohin Enver Sangineto Samuel Rota Bulò Nicu Sebe Elisa Ricci 0001 Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss. 2019 abs/1903.03215 CoRR http://arxiv.org/abs/1903.03215 db/journals/corr/corr1903.html#abs-1903-03215

Subhankar Roy Enver Sangineto Begüm Demir Nicu Sebe Metric-Learning based Deep Hashing Network for Content Based Retrieval of Remote Sensing Images. 2019 abs/1904.01258 CoRR http://arxiv.org/abs/1904.01258 db/journals/corr/corr1904.html#abs-1904-01258

Aliaksandr Siarohin Stéphane Lathuilière Enver Sangineto Nicu Sebe Appearance and Pose-Conditioned Human Image Generation using Deformable GANs. 2019 abs/1905.00007 CoRR http://arxiv.org/abs/1905.00007 db/journals/corr/corr1905.html#abs-1905-00007

Stéphane Lathuilière Enver Sangineto Aliaksandr Siarohin Nicu Sebe Attention-based Fusion for Multi-source Human Image Generation. 2019 abs/1905.02655 CoRR http://arxiv.org/abs/1905.02655 db/journals/corr/corr1905.html#abs-1905-02655

Aliaksandr Siarohin Enver Sangineto Stéphane Lathuilière Nicu Sebe Deformable GANs for Pose-Based Human Image Generation. 3408-3416 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Siarohin_Deformable_GANs_for_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00359 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00359 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#SiarohinSLS18 Subhankar Roy Enver Sangineto Nicu Sebe Begüm Demir Semantic-Fusion Gans for Semi-Supervised Satellite Image Classification. 684-688 2018 ICIP https://doi.org/10.1109/ICIP.2018.8451836 conf/icip/2018 db/conf/icip/icip2018.html#RoySSD18 Subhankar Roy Enver Sangineto Begüm Demir Nicu Sebe Deep Metric and Hash-Code Learning for Content-Based Retrieval of Remote Sensing Images. 4539-4542 2018 IGARSS https://doi.org/10.1109/IGARSS.2018.8518381 conf/igarss/2018 db/conf/igarss/igarss2018.html#RoySDS18 Mahdyar Ravanbakhsh Moin Nabi Hossein Mousavi Enver Sangineto Nicu Sebe Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection. 1689-1698 2018 WACV https://doi.org/10.1109/WACV.2018.00188 https://doi.ieeecomputersociety.org/10.1109/WACV.2018.00188 conf/wacv/2018 db/conf/wacv/wacv2018.html#RavanbakhshNMSS18

Aliaksandr Siarohin Enver Sangineto Stéphane Lathuilière Nicu Sebe Deformable GANs for Pose-based Human Image Generation. 2018 abs/1801.00055 CoRR http://arxiv.org/abs/1801.00055 db/journals/corr/corr1801.html#abs-1801-00055

Aliaksandr Siarohin Enver Sangineto Nicu Sebe Whitening and Coloring transform for GANs. 2018 abs/1806.00420 CoRR http://arxiv.org/abs/1806.00420 db/journals/corr/corr1806.html#abs-1806-00420

Ravi Shekhar Sandro Pezzelle Yauhen Klimovich Aurélie Herbelot Moin Nabi Enver Sangineto Raffaella Bernardi FOIL it! Find One mismatch between Image and Language caption. 255-265 2017 ACL (1) https://doi.org/10.18653/v1/P17-1024 conf/acl/2017-1 db/conf/acl/acl2017-1.html#ShekharPKHNSB17 Mahdyar Ravanbakhsh Moin Nabi Enver Sangineto Lucio Marcenaro Carlo S. Regazzoni Nicu Sebe Abnormal event detection in videos using generative adversarial nets. 1577-1581 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296547 conf/icip/2017 db/conf/icip/icip2017.html#RavanbakhshNSMR17 Ravi Shekhar Sandro Pezzelle Aurélie Herbelot Moin Nabi Enver Sangineto Raffaella Bernardi Vision and Language Integration: Moving beyond Objects. 2017 IWCS(2) https://aclanthology.org/W17-6938/ conf/iwcs/2017-2 db/conf/iwcs/iwcs2017-2.html#ShekharPHNSB17

Ravi Shekhar Sandro Pezzelle Yauhen Klimovich Aurélie Herbelot Moin Nabi Enver Sangineto Raffaella Bernardi FOIL it! Find One mismatch between Image and Language caption. 2017 abs/1705.01359 CoRR http://arxiv.org/abs/1705.01359 db/journals/corr/corr1705.html#ShekharPKHNSB17

Mahdyar Ravanbakhsh Enver Sangineto Moin Nabi Nicu Sebe Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds. 2017 abs/1706.07680 CoRR http://arxiv.org/abs/1706.07680 db/journals/corr/corr1706.html#RavanbakhshSNS17

Mahdyar Ravanbakhsh Moin Nabi Enver Sangineto Lucio Marcenaro Carlo S. Regazzoni Nicu Sebe Abnormal Event Detection in Videos using Generative Adversarial Nets. 2017 abs/1708.09644 CoRR http://arxiv.org/abs/1708.09644 db/journals/corr/corr1708.html#abs-1708-09644

Gloria Zen Lorenzo Porzi Enver Sangineto Elisa Ricci 0001 Nicu Sebe Learning Personalized Models for Facial Expression Analysis and Gesture Recognition. 775-788 2016 18 IEEE Trans. Multim. 4 https://doi.org/10.1109/TMM.2016.2523421 db/journals/tmm/tmm18.html#ZenPSRS16

Paolo Rota Enver Sangineto Valentina Conotter Christopher Pramerdorfer Bad teacher or unruly student: Can deep learning say something in Image Forensics analysis? 2503-2508 2016 ICPR https://doi.org/10.1109/ICPR.2016.7900012 conf/icpr/2016 db/conf/icpr/icpr2016.html#RotaSCP16

Enver Sangineto Moin Nabi Dubravko Culibrk Nicu Sebe Self Paced Deep Learning for Weakly Supervised Object Detection. 2016 abs/1605.07651 CoRR http://arxiv.org/abs/1605.07651 db/journals/corr/corr1605.html#SanginetoNCS16

Mahdyar Ravanbakhsh Moin Nabi Hossein Mousavi Enver Sangineto Nicu Sebe Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection. 2016 abs/1610.00307 CoRR http://arxiv.org/abs/1610.00307 db/journals/corr/corr1610.html#RavanbakhshNMSS16

Jasper R. R. Uijlings I. C. Duta Enver Sangineto Nicu Sebe Video classification with Densely extracted HOG/HOF/MBH features: an evaluation of the accuracy/computational efficiency trade-off. 33-44 2015 4 Int. J. Multim. Inf. Retr. 1 https://doi.org/10.1007/s13735-014-0069-5 db/journals/ijmir/ijmir4.html#UijlingsDSS15

Radu-Laurentiu Vieriu Sergey Tulyakov Stanislau Semeniuta Enver Sangineto Nicu Sebe Facial expression recognition under a wide range of head poses. 1-7 2015 FG https://doi.org/10.1109/FG.2015.7163098 https://doi.ieeecomputersociety.org/10.1109/FG.2015.7163098 conf/fgr/2015 db/conf/fgr/fg2015.html#VieriuTSSS15 Mihai Marian Puscas Enver Sangineto Dubravko Culibrk Nicu Sebe Unsupervised Tube Extraction Using Transductive Learning and Dense Trajectories. 1653-1661 2015 ICCV https://doi.org/10.1109/ICCV.2015.193 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.193 conf/iccv/2015 db/conf/iccv/iccv2015.html#PuscasSCS15 Sergey Tulyakov Radu-Laurentiu Vieriu Enver Sangineto Nicu Sebe FaceCept3D: Real Time 3D Face Tracking and Analysis. 28-33 2015 ICCV Workshops https://doi.org/10.1109/ICCVW.2015.13 https://doi.ieeecomputersociety.org/10.1109/ICCVW.2015.13 conf/iccvw/2015 db/conf/iccvw/iccvw2015.html#TulyakovVSS15 Enver Sangineto Statistical and Spatial Consensus Collection for Detector Adaptation. 456-471 2014 ECCV (3) https://doi.org/10.1007/978-3-319-10578-9_30 conf/eccv/2014-3 db/conf/eccv/eccv2014-3.html#Sangineto14 Gloria Zen Enver Sangineto Elisa Ricci 0001 Nicu Sebe Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition. 128-135 2014 ICMI https://doi.org/10.1145/2663204.2663247 conf/icmi/2014 db/conf/icmi/icmi2014.html#ZenSRS14 Enver Sangineto Gloria Zen Elisa Ricci 0001 Nicu Sebe We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer. 357-366 2014 ACM Multimedia https://doi.org/10.1145/2647868.2654916 conf/mm/2014 db/conf/mm/mm2014.html#SanginetoZRS14

Enver Sangineto Pose and Expression Independent Facial Landmark Localization Using Dense-SURF and the Hausdorff Distance. 624-638 2013 35 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2012.87 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2012.87 https://www.wikidata.org/entity/Q43850601 db/journals/pami/pami35.html#Sangineto13

Ramachandra Raghavendra Marco Cristani Alessio Del Bue Enver Sangineto Vittorio Murino Anomaly Detection in Crowded Scenes: A Novel Framework Based on Swarm Optimization and Social Force Modeling. 383-411 2013 Modeling, Simulation and Visual Analysis of Crowds https://doi.org/10.1007/978-1-4614-8483-7_15 books/sp/2013ANMS db/books/collections/ANMS2013.html#RaghavendraCBSM13

Enver Sangineto Marco Cupelli Real-time viewpoint-invariant hand localization with cluttered backgrounds. 26-37 2012 30 Image Vis. Comput. 1 https://doi.org/10.1016/j.imavis.2011.11.004 db/journals/ivc/ivc30.html#SanginetoC12

Enver Sangineto Marco Cristani Alessio Del Bue Vittorio Murino Learning Discriminative Spatial Relations for Detector Dictionaries: An Application to Pedestrian Detection. 273-286 2012 ECCV (2) https://doi.org/10.1007/978-3-642-33709-3_20 https://www.wikidata.org/entity/Q61874993 conf/eccv/2012-2 db/conf/eccv/eccv2012-2.html#SanginetoCBM12 Paolo Bottoni Luigi Cinque Marco Cupelli Luca Di Filippo Anna Labella Mario Pierro Enver Sangineto A framework for hand-based interaction. 22-27 2010 Humans and Computers http://dl.acm.org/citation.cfm?id=1994495 conf/hcce/2010 db/conf/hcce/hc2010.html#BottoniCCFLPS10 Christian Micheloni Enver Sangineto Luigi Cinque Gian Luca Foresti Improved Statistical Techniques for Multi-part Face Detection and Recognition. 331-340 2009 SCIA https://doi.org/10.1007/978-3-642-02230-2_34 conf/scia/2009 db/conf/scia/scia2009.html#MicheloniSCF09

Alessandro Ardovini Luigi Cinque Enver Sangineto Identifying elephant photos by multi-curve matching. 1867-1877 2008 41 Pattern Recognit. 6 https://doi.org/10.1016/j.patcog.2007.11.010 db/journals/pr/pr41.html#ArdoviniCS08

Enver Sangineto Nicola Capuano Matteo Gaeta Alessandro Micarelli Adaptive course generation through learning styles representation. 1-23 2008 7 Univers. Access Inf. Soc. 1-2 https://doi.org/10.1007/s10209-007-0101-0 db/journals/uais/uais7.html#SanginetoCGM08

Luigi Cinque Marco Cupelli Enver Sangineto Fast viewpoint-invariant articulated hand detection combining curve and graph matching. 1-6 2008 FG https://doi.org/10.1109/AFGR.2008.4813344 https://doi.ieeecomputersociety.org/10.1109/AFGR.2008.4813344 conf/fgr/2008 db/conf/fgr/fg2008.html#CinqueCS08

Marco Anelli Luigi Cinque Enver Sangineto Deformation tolerant generalized Hough transform for sketch-based image retrieval in complex scenes. 1802-1813 2007 25 Image Vis. Comput. 11 https://doi.org/10.1016/j.imavis.2007.03.002 db/journals/ivc/ivc25.html#AnelliCS07

Alessandro Ardovini Luigi Cinque Francesca Della Rocca Enver Sangineto A Semi-automatic Approach to Photo Identification of Wild Elephants. 225-232 2007 conf/ibpria/2007-1 IbPRIA (1) https://doi.org/10.1007/978-3-540-72847-4_30 db/conf/ibpria/ibpria2007-1.html#ArdoviniCRS07 Massimiliano Bozzoli Luigi Cinque Enver Sangineto A Statistical Method for People Counting in Crowded Environments. 506-511 2007 conf/iciap/2007 ICIAP https://doi.org/10.1109/ICIAP.2007.4362828 https://doi.ieeecomputersociety.org/10.1109/ICIAP.2007.17 db/conf/iciap/iciap2007.html#BozzoliC07 Luigi Cinque Enver Sangineto Steven L. Tanimoto Articulated Object Recognition: A General Framework and a Case Study. 12 2006 conf/avss/2006 AVSS https://doi.org/10.1109/AVSS.2006.26 https://doi.ieeecomputersociety.org/10.1109/AVSS.2006.26 db/conf/avss/avss2006.html#CinqueST06 Enver Sangineto Marco R. Iarusso Environment Topological Structure Recognition for Robot Navigation. 1093-1100 2005 conf/iciap/2005 ICIAP https://doi.org/10.1007/11553595_134 db/conf/iciap/iciap2005.html#SanginetoI05 Enver Sangineto Shape Similarity Image Retrieval by Hypothesis and Test. 1017-1020 2004 conf/icpr/2004 ICPR (2) https://doi.org/10.1109/ICPR.2004.1334432 https://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334432 db/conf/icpr/icpr2004-2.html#Sangineto04

Enver Sangineto An abstract representation of geometric knowledge for object classification. 1241-1250 2003 24 Pattern Recognit. Lett. 9-10 https://doi.org/10.1016/S0167-8655(02)00305-7 db/journals/prl/prl24.html#Sangineto03

Marco Anelli Alessandro Micarelli Enver Sangineto Content Based Image Retrieval for Unsegmented Images. 398-409 https://doi.org/10.1007/978-3-540-39853-0_33 2003 conf/aiia/2003 AI*IA db/conf/aiia/aiia2003.html#AnelliMS03 Marco Anelli Alessandro Micarelli Enver Sangineto A New Content Based Image Retrieval Method Based on a Sketch-Driven Interpretation of Line Segments. 1551-1552 2003 conf/ijcai/2003 IJCAI db/conf/ijcai/ijcai2003.html#AnelliMS03 http://ijcai.org/Proceedings/03/Papers/271.pdf Corrado Calvo Alessandro Micarelli Enver Sangineto Automatic Annotation of Tennis Video Sequences. 540-547 2002 conf/dagm/2002 DAGM-Symposium https://doi.org/10.1007/3-540-45783-6_65 db/conf/dagm/dagm2002.html#CalvoMS02 Marco Anelli Alessandro Micarelli Enver Sangineto A Deformation Tolerant Version of the Generalized Hough Transform for Image Retrieval. 721-725 2002 conf/ecai/2002 ECAI db/conf/ecai/ecai2002.html#AnelliMS02 Enver Sangineto Multi-agent Negotiation and Planning Through Knowledge Contextualization. 266-277 1997 conf/aiia/1997 AI*IA db/conf/aiia/aiia1997.html#Sangineto97 https://doi.org/10.1007/3-540-63576-9_114 Marco Anelli Alessandro Ardovini Linchao Bao Lorenzo Baraldi 0001 Mattia Bernardi Raffaella Bernardi Wei Bi Lorenzo Bonicelli Matteo Boschini Paolo Bottoni Massimiliano Bozzoli Alessio Del Bue Samuel Rota Bulò Simone Calderara Corrado Calvo Qian Cao 0001 Chiara Cappellino Nicola Capuano Jingjing Chen Tao Chen 0003 Yajing Chen Luigi Cinque Valentina Conotter Marco Cristani Rita Cucchiara Dubravko Culibrk Marco Cupelli Nicola Dall'Asen Begüm Demir I. C. Duta Aleksandr Ermolov Jiayuan Fan 0001 Luca Di Filippo Enrico Fini Gian Luca Foresti Lorenzo Forni Emanuele Frascaroli Matteo Gaeta Fabrizio Garuti Aurélie Herbelot Marco R. Iarusso Jianzhong Ju Yauhen Klimovich Anna Labella Stéphane Lathuilière Bruno Lepri Yahui Liu Jian Luan 0001 Simone Luetto Zhenbo Luo Lucio Marcenaro Martin Menabue Willi Menapace Alessandro Micarelli Christian Micheloni Chengxi Min Nicholas Moratelli Matteo Mosconi Hossein Mousavi Vittorio Murino Moin Nabi Marco De Nadai Mang Ning Fiorenzo Parascandolo Elia Peruzzo Sandro Pezzelle Mario Pierro Angelo Porrello Lorenzo Porzi Christopher Pramerdorfer Mihai Marian Puscas Ramachandra Raghavendra Mahdyar Ravanbakhsh Carlo S. Regazzoni Elisa Ricci 0001 Francesca Della Rocca Paolo Rota Subhankar Roy Nicu Sebe Stanislau Semeniuta Ravi Shekhar Aliaksandr Siarohin Ruihua Song Wenhui Tan Hao Tang 0005 Steven L. Tanimoto Sergey Tulyakov Jasper R. R. Uijlings Radu L. VieriuRadu-Laurentiu Vieriu Qi Wang Wei Wang 0108 Yiming Wang 0002 Peng Wu 0014 Songlong Xing Zipeng Xu Yan Yan 0002 Weixin Ye Gloria Zen Haoxian Zhang Jichao Zhang Yao Zhao 0001 Zhun Zhong