Gianfranco Doretto

Orcid: 0000-0002-8921-6646

Affiliations:
  • West Virginia University, Morgantown, USA


According to our database1, Gianfranco Doretto authored at least 74 papers between 1997 and 2024.

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Bibliography

2024
Retain and Adapt: Online Sequential EEG Classification With Subject Shift.
IEEE Trans. Artif. Intell., September, 2024

Online continual decoding of streaming EEG signal with a balanced and informative memory buffer.
Neural Networks, 2024

Efficient Classification of Histopathology Images.
CoRR, 2024

ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Z-GMOT: Zero-shot Generic Multiple Object Tracking.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Few-Shot Adaptation for Morphology-Independent Cell Instance Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

SAM3D: Segment Anything Model in Volumetric Medical Images.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Efficient Classification of Histopathology Images Using Highly Imbalanced Data.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

TabSeq: A Framework for Deep Learning on Tabular Data via Sequential Ordering.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023
Current Topological and Machine Learning Applications for Bias Detection in Text.
CoRR, 2023

A Robust Likelihood Model for Novelty Detection.
CoRR, 2023

FUSSL: Fuzzy Uncertain Self Supervised Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

CellTranspose: Few-shot Domain Adaptation for Cellular Instance Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

A Framework for Token-Based Scene-Classification of Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Current Topological and Machine Learning Applications for Bias Detection in Text.
Proceedings of the 6th International Conference on Signal Processing and Information Security, 2023

More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning.
Proceedings of the IEEE International Conference on Image Processing, 2023


Distributionally Robust Cross Subject EEG Decoding.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Self-supervised Interest Point Detection and Description for Fisheye and Perspective Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Replay with Stochastic Neural Transformation for Online Continual EEG Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Joint Discriminative and Metric Embedding Learning for Person Re-identification.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

Learning Representations for Masked Facial Recovery.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

Generative Probabilistic Novelty Detection with Isometric Adversarial Autoencoders.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Efficient Classification of Very High Resolution Histopathological Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Deep Active Ensemble Sampling for Image Classification.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of Attention.
CoRR, 2021

Deep learning for biological age estimation.
Briefings Bioinform., 2021

Coronary Artery Disease Phenotype Detection in an Academic Hospital System Setting.
Appl. Clin. Inform., 2021

Human Age Estimation from Gene Expression Data using Artificial Neural Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Detecting Drug-Drug Interactions using Protein Sequence-Structure Similarity Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Adversarial Latent Autoencoders.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Unsupervised Learning of Paired Style Statistics for Unpaired Image Translation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Generative Probabilistic Novelty Detection with Adversarial Autoencoders.
CoRR, 2018

syGlass: Interactive Exploration of Multidimensional Images Using Virtual Reality Head-mounted Displays.
CoRR, 2018

Generative Probabilistic Novelty Detection with Adversarial Autoencoders.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Deep Supervised Hashing with Spherical Embedding.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Online Human Interaction Detection and Recognition With Multiple Cameras.
IEEE Trans. Circuits Syst. Video Technol., 2017

Few-Shot Adversarial Domain Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Unified Deep Supervised Domain Adaptation and Generalization.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Information Bottleneck Domain Adaptation with Privileged Information for Visual Recognition.
Proceedings of the Computer Vision - ECCV 2016, 2016

Information Bottleneck Learning Using Privileged Information for Visual Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
A Supervised Low-Rank Method for Learning Invariant Subspaces.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Online geometric human interaction segmentation and recognition.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Poster: BrainTrek - An immersive environment for investigating neuronal tissue.
Proceedings of the IEEE Symposium on 3D User Interfaces, 2014

2013
Virtual simulator for testing a vision based pose estimation system for autonomous capture of satellites with interface rings.
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

Pairwise Kernels for Human Interaction Recognition.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

2012
M-VIVIE: A multi-thread video indexer via identity extraction.
Pattern Recognit. Lett., 2012

Learning a Context Aware Dictionary for Sparse Representation.
Proceedings of the Computer Vision, 2012

2011
Appearance-based person reidentification in camera networks: problem overview and current approaches.
J. Ambient Intell. Humaniz. Comput., 2011

Multi-class Object Layout with Unsupervised Image Classification and Object Localization.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

2010
Boosting for transfer learning with multiple sources.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Region moments: Fast invariant descriptors for detecting small image structures.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Intelligent Video for Protecting Crowded Sports Venues.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

A model change detection approach to dynamic scene modeling.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
Unified Crowd Segmentation.
Proceedings of the Computer Vision, 2008

Face alignment via boosted ranking model.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Shape and Appearance Context Modeling.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Dynamic Shape and Appearance Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Event Recognition with Fragmented Object Tracks.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Moving Object Segmentation using Scene Understanding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Joint Recognition of Complex Events and Track Matching.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Modeling Dynamic Scenes: An Overview of Dynamic Textures.
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

2005
Modeling Dynamic Scenes with Active Appearance.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Spatially Homogeneous Dynamic Textures.
Proceedings of the Computer Vision, 2004

2003
Dynamic Textures.
Int. J. Comput. Vis., 2003

Dynamic Texture Segmentation.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002
A Frequency Domain Technique for Range Data Registration.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Editable dynamic textures.
Proceedings of the 29th International Conference on Computer Graphics and Interactive Techniques, 2002

2001
Dynamic Textures.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Dynamic Texture Recognition.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

1998
Free-form Textured Surfaces Registration by a Frequency Domain Technique.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Three dimensional view registration by a frequency domain technique.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Frequency Domain Estimation of 3-D Rigid Motion Based on Range and Intensity Data.
Proceedings of the International Conference on Recent Advances in 3-D Digital Imaging and Modeling (3DIM '97), 1997


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