Gianfranco Doretto

105 papers A* 12A 6B 4C 2Journal 41Unranked 39

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Teleportation: Defense Against Stealing Attacks of Data-Driven Healthcare APIs. IEEE Trans. Artif. Intell. Tiehang Duan, Zhenyi Wang, Li Shen, Siyu Luan, Fang Li, Gianfranco Doretto, Donald A. Adjeroh, Shuteng Niu, Jianfu Li, Cui Tao
2025	A	`conf`	Improving Accuracy and Generalization for Efficient Visual Tracking. WACV Ram J. Zaveri, Shivang Patel, Yu Gu, Gianfranco Doretto
2025	J	`jnl`	ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists' intentions. Artif. Intell. Medicine Trong-Thang Pham, Jacob Brecheisen, Carol C. Wu, Hien Van Nguyen, Zhigang Deng, Donald A. Adjeroh, Gianfranco Doretto, Arabinda Choudhary, Ngan Le
2025	J	`jnl`	SSL-SurvFormer: A Self-Supervised Learning and Continuously Monotonic Transformer Network for Missing Values in Survival Analysis. Informatics Quang-Hung Le, Brijesh Patel, Donald A. Adjeroh, Gianfranco Doretto, Ngan Le
2024	—	`conf`	A Framework for Evaluating Model Trustworthiness in Classification of Very High Resolution Histopathology Images. BIBM Mohammad Iqbal Nouyed, Gianfranco Doretto, Donald A. Adjeroh
2024	J	`jnl`	Direct Coloring for Self-Supervised Enhanced Feature Decoupling. CoRR Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2024	—	`conf`	Efficient Classification of Histopathology Images Using Highly Imbalanced Data. ICPR (2) Mohammad Iqbal Nouyed, Mary-Anne Hartley, Gianfranco Doretto, Donald A. Adjeroh
2024	J	`jnl`	Efficient Classification of Histopathology Images. CoRR Mohammad Iqbal Nouyed, Mary-Anne Hartley, Gianfranco Doretto, Donald A. Adjeroh
2024	—	`conf`	FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation. ACCV (6) Trong-Thang Pham, Ngoc-Vuong Ho, Nhat-Tan Bui, Thinh Phan, Patel Brijesh Patel, Donald A. Adjeroh, Gianfranco Doretto, Anh Nguyen, Carol C. Wu, Hien Nguyen, Ngan Le
2024	J	`jnl`	FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation. CoRR Trong-Thang Pham, Ngoc-Vuong Ho, Nhat-Tan Bui, Thinh Phan, Patel Brijesh Patel, Donald A. Adjeroh, Gianfranco Doretto, Anh Nguyen, Carol C. Wu, Hien Nguyen, Ngan Le
2024	—	`conf`	Few-Shot Adaptation for Morphology-Independent Cell Instance Segmentation. ISBI Ram J. Zaveri, Voke Brume, Gianfranco Doretto
2024	J	`jnl`	Few-shot adaptation for morphology-independent cell instance segmentation. CoRR Ram J. Zaveri, Voke Brume, Gianfranco Doretto
2024	J	`jnl`	GUESS: Generative Uncertainty Ensemble for Self Supervision. CoRR Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2024	J	`jnl`	Improving Accuracy and Generalization for Efficient Visual Tracking. CoRR Ram J. Zaveri, Shivang Patel, Yu Gu, Gianfranco Doretto
2024	C	`conf`	Multi-label Classification using Self-Supervised Learning: Addressing Class Inter-Dependency and Data Imbalance. ICMLA Ghazaleh Mirzaee, Gianfranco Doretto, Donald A. Adjeroh
2024	—	`conf`	Online Stochastic Optimization for Data with Temporal Dependencies. ECCV Workshops (18) Shivang Patel, Ram J. Zaveri, Samuel Chambers, Zaigham A. Randhawa, Gianfranco Doretto
2024	J	`jnl`	Online continual decoding of streaming EEG signal with a balanced and informative memory buffer. Neural Networks Tiehang Duan, Zhenyi Wang, Fang Li, Gianfranco Doretto, Donald A. Adjeroh, Yiyi Yin, Cui Tao
2024	A*	`conf`	Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation. ICRA Kashu Yamazaki, Taisei Hanyu, Khoa Vo, Thang Pham, Minh Tran, Gianfranco Doretto, Anh Nguyen, Ngan Le
2024	J	`jnl`	Retain and Adapt: Online Sequential EEG Classification With Subject Shift. IEEE Trans. Artif. Intell. Tiehang Duan, Zhenyi Wang, Li Shen, Gianfranco Doretto, Donald A. Adjeroh, Fang Li, Cui Tao
2024	J	`jnl`	Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition. CoRR Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2024	—	`conf`	SAM3D: Segment Anything Model in Volumetric Medical Images. ISBI Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Gianfranco Doretto, Donald A. Adjeroh, Brijesh Patel, Arabinda Choudhary, Ngan Le
2024	—	`conf`	TabSeq: A Framework for Deep Learning on Tabular Data via Sequential Ordering. ICPR (4) Al-Zadid Sultan Bin Habib, Kesheng Wang, Mary-Anne Hartley, Gianfranco Doretto, Donald A. Adjeroh
2024	J	`jnl`	TabSeq: A Framework for Deep Learning on Tabular Data via Sequential Ordering. CoRR Al-Zadid Sultan Bin Habib, Kesheng Wang, Mary-Anne Hartley, Gianfranco Doretto, Donald A. Adjeroh
2024	—	`conf`	Z-GMOT: Zero-shot Generic Multiple Object Tracking. NAACL-HLT (Findings) Kim Hoang Tran, Anh Duy Le Dinh, Tien-Phat Nguyen, Thinh Phan, Pha A. Nguyen, Khoa Luu, Donald A. Adjeroh, Gianfranco Doretto, Ngan Hoang Le
2024	A	`conf`	ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection. WACV Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald A. Adjeroh, Ngan Le
2023	C	`conf`	A Framework for Token-Based Scene-Classification of Remote Sensing Images. IGARSS Mohammad Iqbal Nouyed, Gianfranco Doretto, Donald A. Adjeroh
2023	J	`jnl`	A Robust Likelihood Model for Novelty Detection. CoRR Ranya Almohsen, Shivang Patel, Donald A. Adjeroh, Gianfranco Doretto
2023	B	`conf`	AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results. IJCB 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 A. Andaló, Terrance E. Boult, Anderson Rocha, Haidong Zhu, Zhaoheng Zheng, Ram Nevatia, Zaigham A. Randhawa, Sinan Sabri, Gianfranco Doretto
2023	A	`conf`	CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation. WACV Matthew R. Keaton, Ram J. Zaveri, Gianfranco Doretto
2023	—	`conf`	Current Topological and Machine Learning Applications for Bias Detection in Text. ICSPIS Colleen Farrelly, Yashbir Singh, Quincy A. Hathaway, Gunnar E. Carlsson, Ashok Choudhary, Rahul Paul, Gianfranco Doretto, Yassine Himeur, Shadi Atalls, Wathiq Mansoor
2023	J	`jnl`	Current Topological and Machine Learning Applications for Bias Detection in Text. CoRR Colleen Farrelly, Yashbir Singh, Quincy A. Hathaway, Gunnar E. Carlsson, Ashok Choudhary, Rahul Paul, Gianfranco Doretto, Yassine Himeur, Shadi Atalls, Wathiq Mansoor
2023	A	`conf`	Distributionally Robust Cross Subject EEG Decoding. ECAI Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh
2023	J	`jnl`	Distributionally Robust Cross Subject EEG Decoding. CoRR Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh
2023	A	`conf`	FUSSL: Fuzzy Uncertain Self Supervised Learning. WACV Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2023	B	`conf`	More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning. ICIP Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2023	J	`jnl`	More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning. CoRR Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2023	J	`jnl`	Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation. CoRR Kashu Yamazaki, Taisei Hanyu, Khoa Vo, Thang Pham, Minh Tran, Gianfranco Doretto, Anh Nguyen, Ngan Le
2023	—	`conf`	Replay with Stochastic Neural Transformation for Online Continual EEG Classification. BIBM Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh
2023	—	`conf`	Self-supervised Interest Point Detection and Description for Fisheye and Perspective Images. CVPR Workshops Marcela Mera-Trujillo, Shivang Patel, Yu Gu, Gianfranco Doretto
2023	J	`jnl`	Self-supervised Interest Point Detection and Description for Fisheye and Perspective Images. CoRR Marcela Mera-Trujillo, Shivang Patel, Yu Gu, Gianfranco Doretto
2023	J	`jnl`	Z-GMOT: Zero-shot Generic Multiple Object Tracking. CoRR Kim Hoang Tran, Anh Duy Le Dinh, Tien-Phat Nguyen, Thinh Phan, Pha A. Nguyen, Khoa Luu, Donald A. Adjeroh, Gianfranco Doretto, Ngan Hoang Le
2023	J	`jnl`	ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection. CoRR Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald A. Adjeroh, Ngan Le
2022	J	`jnl`	CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation. CoRR Matthew R. Keaton, Ram J. Zaveri, Gianfranco Doretto
2022	J	`jnl`	Deep Active Ensemble Sampling For Image Classification. CoRR Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2022	—	`conf`	Deep Active Ensemble Sampling for Image Classification. ACCV (7) Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2022	—	`conf`	Efficient Classification of Very High Resolution Histopathological Images. BIBM Mohammad Iqbal Nouyed, Gianfranco Doretto, Donald A. Adjeroh
2022	J	`jnl`	FUSSL: Fuzzy Uncertain Self Supervised Learning. CoRR Salman Mohamadi, Gianfranco Doretto, Donald A. Adjeroh
2022	—	`conf`	Generative Probabilistic Novelty Detection with Isometric Adversarial Autoencoders. CVPR Workshops Ranya Almohsen, Matthew R. Keaton, Donald A. Adjeroh, Gianfranco Doretto
2022	J	`jnl`	Joint Discriminative and Metric Embedding Learning for Person Re-Identification. CoRR Sinan Sabri, Zaigham A. Randhawa, Gianfranco Doretto
2022	—	`conf`	Joint Discriminative and Metric Embedding Learning for Person Re-identification. ISVC (2) Sinan Sabri, Zaigham A. Randhawa, Gianfranco Doretto
2022	—	`conf`	Learning Representations for Masked Facial Recovery. ISVC (1) Zaigham A. Randhawa, Shivang Patel, Donald A. Adjeroh, Gianfranco Doretto
2022	J	`jnl`	Learning Representations for Masked Facial Recovery. CoRR Zaigham A. Randhawa, Shivang Patel, Donald A. Adjeroh, Gianfranco Doretto
2021	J	`jnl`	Coronary Artery Disease Phenotype Detection in an Academic Hospital System Setting. Appl. Clin. Inform. 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
2021	J	`jnl`	Deep learning for biological age estimation. Briefings Bioinform. Syed Ashiqur Rahman, Peter Giacobbi, Lee Pyles, Charles J. Mullett, Gianfranco Doretto, Donald A. Adjeroh
2021	—	`conf`	Detecting Drug-Drug Interactions using Protein Sequence-Structure Similarity Networks. BIBM Saminur Islam, Ahmed Abbasi, Nitin Agarwal, Wanhong Zheng, Gianfranco Doretto, Donald A. Adjeroh
2021	J	`jnl`	Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of Attention. CoRR Matthew R. Keaton, Ram J. Zaveri, Meghana Kovur, Cole Henderson, Donald A. Adjeroh, Gianfranco Doretto
2021	—	`conf`	Human Age Estimation from Gene Expression Data using Artificial Neural Networks. BIBM Salman Mohamadi, Nasser M. Nasrabadi, Gianfranco Doretto, Donald A. Adjeroh
2021	J	`jnl`	Human Age Estimation from Gene Expression Data using Artificial Neural Networks. CoRR Salman Mohamadi, Gianfranco Doretto, Nasser M. Nasrabadi, Donald A. Adjeroh
2020	A*	`conf`	Adversarial Latent Autoencoders. CVPR Stanislav Pidhorskyi, Donald A. Adjeroh, Gianfranco Doretto
2020	J	`jnl`	Adversarial Latent Autoencoders. CoRR Stanislav Pidhorskyi, Donald A. Adjeroh, Gianfranco Doretto
2019	—	`conf`	Unsupervised Learning of Paired Style Statistics for Unpaired Image Translation. CVPR Workshops Saeid Motiian, Quinn Jones, Stanislav Pidhorskyi, Gianfranco Doretto
2018	—	`conf`	Deep Supervised Hashing with Spherical Embedding. ACCV (4) Stanislav Pidhorskyi, Quinn Jones, Saeid Motiian, Donald A. Adjeroh, Gianfranco Doretto
2018	A*	`conf`	Generative Probabilistic Novelty Detection with Adversarial Autoencoders. NeurIPS Stanislav Pidhorskyi, Ranya Almohsen, Gianfranco Doretto
2018	J	`jnl`	Generative Probabilistic Novelty Detection with Adversarial Autoencoders. CoRR Stanislav Pidhorskyi, Ranya Almohsen, Donald A. Adjeroh, Gianfranco Doretto
2018	J	`jnl`	syGlass: Interactive Exploration of Multidimensional Images Using Virtual Reality Head-mounted Displays. CoRR Stanislav Pidhorskyi, Michael Morehead, Quinn Jones, George A. Spirou, Gianfranco Doretto
2017	—	`conf`	Few-Shot Adversarial Domain Adaptation. NIPS Saeid Motiian, Quinn Jones, Seyed Mehdi Iranmanesh, Gianfranco Doretto
2017	J	`jnl`	Few-Shot Adversarial Domain Adaptation. CoRR Saeid Motiian, Quinn Jones, Seyed Mehdi Iranmanesh, Gianfranco Doretto
2017	J	`jnl`	Online Human Interaction Detection and Recognition With Multiple Cameras. IEEE Trans. Circuits Syst. Video Technol. Saeid Motiian, Farzad Siyahjani, Ranya Almohsen, Gianfranco Doretto
2017	A*	`conf`	Unified Deep Supervised Domain Adaptation and Generalization. ICCV Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto
2017	J	`jnl`	Unified Deep Supervised Domain Adaptation and Generalization. CoRR Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto
2016	—	`conf`	Information Bottleneck Domain Adaptation with Privileged Information for Visual Recognition. ECCV (7) Saeid Motiian, Gianfranco Doretto
2016	A*	`conf`	Information Bottleneck Learning Using Privileged Information for Visual Recognition. CVPR Saeid Motiian, Marco Piccirilli, Donald A. Adjeroh, Gianfranco Doretto
2015	A*	`conf`	A Supervised Low-Rank Method for Learning Invariant Subspaces. ICCV Farzad Siyahjani, Ranya Almohsen, Sinan Sabri, Gianfranco Doretto
2014	A	`conf`	Online geometric human interaction segmentation and recognition. ICME Farzad Siyahjani, Saeid Motiian, Harika Bharthavarapu, Sajid Sharlemin, Gianfranco Doretto
2014	—	`conf`	Poster: BrainTrek - An immersive environment for investigating neuronal tissue. 3DUI Michael Morehead, Quinn Jones, Jared Blatt, Paul Holcomb, Jürgen P. Schultz, Thomas A. DeFanti, Mark H. Ellisman, Gianfranco Doretto, George A. Spirou
2013	—	`conf`	Pairwise Kernels for Human Interaction Recognition. ISVC (2) Saeid Motiian, Ke Feng, Harika Bharthavarapu, Sajid Sharlemin, Gianfranco Doretto
2013	—	`conf`	Virtual simulator for testing a vision based pose estimation system for autonomous capture of satellites with interface rings. MED Andres F. Velasquez, Giacomo Marani, Thomas Evans, Marcello R. Napolitano, John A. Christian, Gianfranco Doretto
2012	—	`conf`	Learning a Context Aware Dictionary for Sparse Representation. ACCV (2) Farzad Siyahjani, Gianfranco Doretto
2012	J	`jnl`	M-VIVIE: A multi-thread video indexer via identity extraction. Pattern Recognit. Lett. Maria De Marsico, Gianfranco Doretto, Daniel Riccio
2011	J	`jnl`	Appearance-based person reidentification in camera networks: problem overview and current approaches. J. Ambient Intell. Humaniz. Comput. Gianfranco Doretto, Thomas Sebastian, Peter H. Tu, Jens Rittscher
2011	—	`conf`	Multi-class Object Layout with Unsupervised Image Classification and Object Localization. ISVC (1) Ser-Nam Lim, Gianfranco Doretto, Jens Rittscher
2010	A*	`conf`	Boosting for transfer learning with multiple sources. CVPR Yi Yao, Gianfranco Doretto
2010	A*	`conf`	Region moments: Fast invariant descriptors for detecting small image structures. CVPR Gianfranco Doretto, Yi Yao
2009	B	`conf`	A model change detection approach to dynamic scene modeling. AVSS Seon Joo Kim, Gianfranco Doretto, Jens Rittscher, Peter H. Tu, Nils Krahnstoever, Marc Pollefeys
2009	B	`conf`	Intelligent Video for Protecting Crowded Sports Venues. AVSS Nils Krahnstoever, Peter H. Tu, Ting Yu, Kedar A. Patwardhan, Donald Hamilton, Bing Yu, C. Greco, Gianfranco Doretto
2008	A*	`conf`	Face alignment via boosted ranking model. CVPR Hao Wu, Xiaoming Liu, Gianfranco Doretto
2008	—	`conf`	Unified Crowd Segmentation. ECCV (4) Peter H. Tu, Thomas Sebastian, Gianfranco Doretto, Nils Krahnstoever, Jens Rittscher, Ting Yu
2007	A*	`conf`	Shape and Appearance Context Modeling. ICCV Xiaogang Wang, Gianfranco Doretto, Thomas Sebastian, Jens Rittscher, Peter H. Tu
2006	J	`jnl`	Dynamic Shape and Appearance Models. IEEE Trans. Pattern Anal. Mach. Intell. Gianfranco Doretto, Stefano Soatto
2006	—	`conf`	Event Recognition with Fragmented Object Tracks. ICPR (1) Michael T. Chan, Anthony Hoogs, Zhaohui Sun, John Schmiederer, Rahul Bhotika, Gianfranco Doretto
2006	—	`conf`	Joint Recognition of Complex Events and Track Matching. CVPR (2) Michael T. Chan, Anthony Hoogs, Rahul Bhotika, A. G. Amitha Perera, John Schmiederer, Gianfranco Doretto
2006	—	`ch.`	Modeling Dynamic Scenes: An Overview of Dynamic Textures. Handbook of Mathematical Models in Computer Vision Gianfranco Doretto, Stefano Soatto
2006	—	`conf`	Moving Object Segmentation using Scene Understanding. CVPR Workshops A. G. Amitha Perera, Glen Brooksby, Anthony Hoogs, Gianfranco Doretto
2005	—	`conf`	Modeling Dynamic Scenes with Active Appearance. CVPR (1) Gianfranco Doretto
2004	—	`conf`	Spatially Homogeneous Dynamic Textures. ECCV (2) Gianfranco Doretto, Eagle Jones, Stefano Soatto
2003	A*	`conf`	Dynamic Texture Segmentation. ICCV Gianfranco Doretto, Daniel Cremers, Paolo Favaro, Stefano Soatto
2003	J	`jnl`	Dynamic Textures. Int. J. Comput. Vis. Gianfranco Doretto, Alessandro Chiuso, Ying Nian Wu, Stefano Soatto
2003	—	`conf`	Editable Dynamic Textures. CVPR (2) Gianfranco Doretto, Stefano Soatto
2002	J	`jnl`	A Frequency Domain Technique for Range Data Registration. IEEE Trans. Pattern Anal. Mach. Intell. Luca Lucchese, Gianfranco Doretto, Guido M. Cortelazzo
2002	—	`conf`	Editable dynamic textures. SIGGRAPH Abstracts and Applications Gianfranco Doretto, Stefano Soatto
2001	—	`conf`	Dynamic Texture Recognition. CVPR (2) Payam Saisan, Gianfranco Doretto, Ying Nian Wu, Stefano Soatto
2001	A*	`conf`	Dynamic Textures. ICCV Stefano Soatto, Gianfranco Doretto, Ying Nian Wu
1998	—	`conf`	Free-form Textured Surfaces Registration by a Frequency Domain Technique. ICIP (1) Guido M. Cortelazzo, Gianfranco Doretto, Luca Lucchese
1998	—	`conf`	Three dimensional view registration by a frequency domain technique. EUSIPCO Guido M. Cortelazzo, Gianfranco Doretto, Luca Lucchese, S. Totaro
1997	—	`conf`	Frequency Domain Estimation of 3-D Rigid Motion Based on Range and Intensity Data. 3DIM Luca Lucchese, Gianfranco Doretto, Guido M. Cortelazzo