Gianfranco Doretto

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 50

Top Topics

Novelty Detection

Domain Adaptation

Top Venues

Publications

Kashu Yamazaki, Taisei Hanyu, Khoa Vo, Thang Pham, Minh Tran, Gianfranco Doretto, Anh Nguyen, Ngan Le
Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation. ICRA (2024)
Tiehang Duan, Zhenyi Wang, Fang Li, Gianfranco Doretto, Donald A. Adjeroh, Yiyi Yin, Cui Tao
Online continual decoding of streaming EEG signal with a balanced and informative memory buffer. Neural Networks 176 (2024)
Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald A. Adjeroh, Ngan Le
ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection. WACV (2024)
Ram J. Zaveri, Voke Brume, Gianfranco Doretto
Few-shot adaptation for morphology-independent cell instance segmentation. CoRR (2024)
Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald A. Adjeroh, Ngan Le
ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection. CoRR (2023)
Colleen Farrelly, Yashbir Singh, Quincy A. Hathaway, Gunnar Carlsson, Ashok Choudhary, Rahul Paul, Gianfranco Doretto, Yassine Himeur, Shadi Atalla, Wathiq Mansoor
Current Topological and Machine Learning Applications for Bias Detection in Text. CoRR (2023)
Matthew R. Keaton, Ram J. Zaveri, Gianfranco Doretto
CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation. WACV (2023)
Kien Nguyen, Clinton Fookes, Sridha Sridharan, Feng Liu, Xiaoming Liu, Arun Ross, Dana Michalski, Huy Nguyen, Debayan Deb, Mahak Kothari, Manisha Saini, Dawei Du, Scott McCloskey, Gabriel Bertocco, Fernanda Andaló, Terrance E. Boult, Anderson Rocha, Haidong Zhu, Zhaoheng Zheng, Ram Nevatia, Zaigham A. Randhawa, Sinan Sabri, Gianfranco Doretto
AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results. IJCB (2023)
Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh
Distributionally Robust Cross Subject EEG Decoding. CoRR (2023)
Ranya Almohsen, Shivang Patel, Donald A. Adjeroh, Gianfranco Doretto
A Robust Likelihood Model for Novelty Detection. CoRR (2023)
Kashu Yamazaki, Taisei Hanyu, Khoa Vo, Thang Pham, Minh Tran, Gianfranco Doretto, Anh Nguyen, Ngan Le
Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation. CoRR (2023)
Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh
Replay with Stochastic Neural Transformation for Online Continual EEG Classification. BIBM (2023)
Colleen Farrelly, Yashbir Singh, Quincy A. Hathaway, Gunnar Carlsson, Ashok Choudhary, Rahul Paul, Gianfranco Doretto, Yassine Himeur, Shadi Atalls, Wathiq Mansoor
Current Topological and Machine Learning Applications for Bias Detection in Text. ICSPIS (2023)
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning. CoRR (2023)
Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh
Distributionally Robust Cross Subject EEG Decoding. ECAI (2023)
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning. ICIP (2023)
Marcela Mera-Trujillo, Shivang Patel, Yu Gu, Gianfranco Doretto
Self-supervised Interest Point Detection and Description for Fisheye and Perspective Images. CVPR Workshops (2023)
Marcela Mera-Trujillo, Shivang Patel, Yu Gu, Gianfranco Doretto
Self-supervised Interest Point Detection and Description for Fisheye and Perspective Images. CoRR (2023)
Mohammad Iqbal Nouyed, Gianfranco Doretto, Donald A. Adjeroh
A Framework for Token-Based Scene-Classification of Remote Sensing Images. IGARSS (2023)
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
FUSSL: Fuzzy Uncertain Self Supervised Learning. WACV (2023)
Zaigham A. Randhawa, Shivang Patel, Donald A. Adjeroh, Gianfranco Doretto
Learning Representations for Masked Facial Recovery. ISVC (1) (2022)
Sinan Sabri, Zaigham A. Randhawa, Gianfranco Doretto
Joint Discriminative and Metric Embedding Learning for Person Re-Identification. CoRR (2022)
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
Deep Active Ensemble Sampling For Image Classification. CoRR (2022)
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
Deep Active Ensemble Sampling for Image Classification. ACCV (7) (2022)
Ranya Almohsen, Matthew R. Keaton, Donald A. Adjeroh, Gianfranco Doretto
Generative Probabilistic Novelty Detection with Isometric Adversarial Autoencoders. CVPR Workshops (2022)
Zaigham A. Randhawa, Shivang Patel, Donald A. Adjeroh, Gianfranco Doretto
Learning Representations for Masked Facial Recovery. CoRR (2022)
Matthew R. Keaton, Ram J. Zaveri, Gianfranco Doretto
CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation. CoRR (2022)
Sinan Sabri, Zaigham A. Randhawa, Gianfranco Doretto
Joint Discriminative and Metric Embedding Learning for Person Re-identification. ISVC (2) (2022)
Mohammad Iqbal Nouyed, Gianfranco Doretto, Donald A. Adjeroh
Efficient Classification of Very High Resolution Histopathological Images. BIBM (2022)
Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
FUSSL: Fuzzy Uncertain Self Supervised Learning. CoRR (2022)
Matthew R. Keaton, Ram J. Zaveri, Meghana Kovur, Cole Henderson, Donald A. Adjeroh, Gianfranco Doretto
Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of Attention. CoRR (2021)
Syed Ashiqur Rahman, Peter Giacobbi, Lee Pyles, Charles J. Mullett, Gianfranco Doretto, Donald A. Adjeroh
Deep learning for biological age estimation. Briefings Bioinform. 22 (2) (2021)
Amy Joseph, Charles J. Mullett, Christa Lilly, Matthew G. Armistead, Harold J. Cox, Michael J. Denney, Misha Varma, David Rich, Donald A. Adjeroh, Gianfranco Doretto, William Neal, Lee Pyles
Coronary Artery Disease Phenotype Detection in an Academic Hospital System Setting. Appl. Clin. Inform. 12 (01) (2021)
Saminur Islam, Ahmed Abbasi, Nitin Agarwal, Wanhong Zheng, Gianfranco Doretto, Donald A. Adjeroh
Detecting Drug-Drug Interactions using Protein Sequence-Structure Similarity Networks. BIBM (2021)
Salman Mohamadi, Gianfranco Doretto, Nasser M. Nasrabadi, Donald A. Adjeroh
Human Age Estimation from Gene Expression Data using Artificial Neural Networks. CoRR (2021)
Salman Mohamadi, Nasser M. Nasrabadi, Gianfranco Doretto, Donald A. Adjeroh
Human Age Estimation from Gene Expression Data using Artificial Neural Networks. BIBM (2021)
Stanislav Pidhorskyi, Donald A. Adjeroh, Gianfranco Doretto
Adversarial Latent Autoencoders. CoRR (2020)
Stanislav Pidhorskyi, Donald A. Adjeroh, Gianfranco Doretto
Adversarial Latent Autoencoders. CVPR (2020)
Saeid Motiian, Quinn Jones, Stanislav Pidhorskyi, Gianfranco Doretto
Unsupervised Learning of Paired Style Statistics for Unpaired Image Translation. CVPR Workshops (2019)
Stanislav Pidhorskyi, Ranya Almohsen, Donald A. Adjeroh, Gianfranco Doretto
Generative Probabilistic Novelty Detection with Adversarial Autoencoders. CoRR (2018)
Stanislav Pidhorskyi, Michael Morehead, Quinn Jones, George A. Spirou, Gianfranco Doretto
syGlass: Interactive Exploration of Multidimensional Images Using Virtual Reality Head-mounted Displays. CoRR (2018)
Stanislav Pidhorskyi, Quinn Jones, Saeid Motiian, Donald A. Adjeroh, Gianfranco Doretto
Deep Supervised Hashing with Spherical Embedding. ACCV (4) (2018)
Stanislav Pidhorskyi, Ranya Almohsen, Gianfranco Doretto
Generative Probabilistic Novelty Detection with Adversarial Autoencoders. NeurIPS (2018)
Saeid Motiian, Farzad Siyahjani, Ranya Almohsen, Gianfranco Doretto
Online Human Interaction Detection and Recognition With Multiple Cameras. IEEE Trans. Circuits Syst. Video Technol. 27 (3) (2017)
Saeid Motiian, Quinn Jones, Seyed Mehdi Iranmanesh, Gianfranco Doretto
Few-Shot Adversarial Domain Adaptation. NIPS (2017)
Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto
Unified Deep Supervised Domain Adaptation and Generalization. CoRR (2017)
Saeid Motiian, Quinn Jones, Seyed Mehdi Iranmanesh, Gianfranco Doretto
Few-Shot Adversarial Domain Adaptation. CoRR (2017)
Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto
Unified Deep Supervised Domain Adaptation and Generalization. ICCV (2017)
Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto
Information Bottleneck Learning Using Privileged Information for Visual Recognition. CVPR (2016)
Saeid Motiian, Gianfranco Doretto
Information Bottleneck Domain Adaptation with Privileged Information for Visual Recognition. ECCV (7) (2016)
Farzad Siyahjani, Ranya Almohsen, Sinan Sabri, Gianfranco Doretto
A Supervised Low-Rank Method for Learning Invariant Subspaces. ICCV (2015)
Farzad Siyahjani, Saeid Motiian, Harika Bharthavarapu, Sajid Sharlemin, Gianfranco Doretto
Online geometric human interaction segmentation and recognition. ICME (2014)
Michael Morehead, Quinn Jones, Jared Blatt, Paul Holcomb, Jürgen P. Schultz, Thomas A. DeFanti, Mark H. Ellisman, Gianfranco Doretto, George A. Spirou
Poster: BrainTrek - An immersive environment for investigating neuronal tissue. 3DUI (2014)
Andres F. Velasquez, Giacomo Marani, Thomas Evans, Marcello R. Napolitano, John A. Christian, Gianfranco Doretto
Virtual simulator for testing a vision based pose estimation system for autonomous capture of satellites with interface rings. MED (2013)
Saeid Motiian, Ke Feng, Harika Bharthavarapu, Sajid Sharlemin, Gianfranco Doretto
Pairwise Kernels for Human Interaction Recognition. ISVC (2) (2013)
Maria De Marsico, Gianfranco Doretto, Daniel Riccio
M-VIVIE: A multi-thread video indexer via identity extraction. Pattern Recognit. Lett. 33 (14) (2012)
Farzad Siyahjani, Gianfranco Doretto
Learning a Context Aware Dictionary for Sparse Representation. ACCV (2) (2012)
Ser-Nam Lim, Gianfranco Doretto, Jens Rittscher
Multi-class Object Layout with Unsupervised Image Classification and Object Localization. ISVC (1) (2011)
Gianfranco Doretto, Thomas Sebastian, Peter H. Tu, Jens Rittscher
Appearance-based person reidentification in camera networks: problem overview and current approaches. J. Ambient Intell. Humaniz. Comput. 2 (2) (2011)
Yi Yao, Gianfranco Doretto
Boosting for transfer learning with multiple sources. CVPR (2010)
Gianfranco Doretto, Yi Yao
Region moments: Fast invariant descriptors for detecting small image structures. CVPR (2010)
Seon Joo Kim, Gianfranco Doretto, Jens Rittscher, Peter H. Tu, Nils Krahnstoever, Marc Pollefeys
A model change detection approach to dynamic scene modeling. AVSS (2009)
Nils Krahnstoever, Peter H. Tu, Ting Yu, Kedar A. Patwardhan, Donald Hamilton, Bing Yu, C. Greco, Gianfranco Doretto
Intelligent Video for Protecting Crowded Sports Venues. AVSS (2009)
Hao Wu, Xiaoming Liu, Gianfranco Doretto
Face alignment via boosted ranking model. CVPR (2008)
Peter H. Tu, Thomas Sebastian, Gianfranco Doretto, Nils Krahnstoever, Jens Rittscher, Ting Yu
Unified Crowd Segmentation. ECCV (4) (2008)
Xiaogang Wang, Gianfranco Doretto, Thomas Sebastian, Jens Rittscher, Peter H. Tu
Shape and Appearance Context Modeling. ICCV (2007)
Michael T. Chan, Anthony Hoogs, Zhaohui Sun, John Schmiederer, Rahul Bhotika, Gianfranco Doretto
Event Recognition with Fragmented Object Tracks. ICPR (1) (2006)
Michael T. Chan, Anthony Hoogs, Rahul Bhotika, A. G. Amitha Perera, John Schmiederer, Gianfranco Doretto
Joint Recognition of Complex Events and Track Matching. CVPR (2) (2006)
Gianfranco Doretto, Stefano Soatto
Dynamic Shape and Appearance Models. IEEE Trans. Pattern Anal. Mach. Intell. 28 (12) (2006)
A. G. Amitha Perera, Glen Brooksby, Anthony Hoogs, Gianfranco Doretto
Moving Object Segmentation using Scene Understanding. CVPR Workshops (2006)
Gianfranco Doretto
Modeling Dynamic Scenes with Active Appearance. CVPR (1) (2005)
Gianfranco Doretto, Eagle Jones, Stefano Soatto
Spatially Homogeneous Dynamic Textures. ECCV (2) (2004)
Gianfranco Doretto, Stefano Soatto
Editable Dynamic Textures. CVPR (2) (2003)
Gianfranco Doretto, Alessandro Chiuso, Ying Nian Wu, Stefano Soatto
Dynamic Textures. Int. J. Comput. Vis. 51 (2) (2003)
Gianfranco Doretto, Daniel Cremers, Paolo Favaro, Stefano Soatto
Dynamic Texture Segmentation. ICCV (2003)
Luca Lucchese, Gianfranco Doretto, Guido M. Cortelazzo
A Frequency Domain Technique for Range Data Registration. IEEE Trans. Pattern Anal. Mach. Intell. 24 (11) (2002)
Gianfranco Doretto, Stefano Soatto
Editable dynamic textures. SIGGRAPH Abstracts and Applications (2002)
Payam Saisan, Gianfranco Doretto, Ying Nian Wu, Stefano Soatto
Dynamic Texture Recognition. CVPR (2) (2001)
Stefano Soatto, Gianfranco Doretto, Ying Nian Wu
Dynamic Textures. ICCV (2001)
Guido M. Cortelazzo, Gianfranco Doretto, Luca Lucchese
Free-form Textured Surfaces Registration by a Frequency Domain Technique. ICIP (1) (1998)
Guido M. Cortelazzo, Gianfranco Doretto, Luca Lucchese, S. Totaro
Three dimensional view registration by a frequency domain technique. EUSIPCO (1998)
Luca Lucchese, Gianfranco Doretto, Guido M. Cortelazzo
Frequency Domain Estimation of 3-D Rigid Motion Based on Range and Intensity Data. 3DIM (1997)