Laurent Itti
Orcid: 0000-0002-0168-2977Affiliations:
- University of Southern California, Los Angeles, USA
According to our database1,
Laurent Itti
authored at least 175 papers
between 1997 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Nat. Mac. Intell., 2024
Expert-level sleep staging using an electrocardiography-only feed-forward neural network.
Comput. Biol. Medicine, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024
Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Trans. Mach. Learn. Res., 2023
Trans. Mach. Learn. Res., 2023
Multi-scale pulmonary nodule classification with deep feature fusion via residual network.
J. Ambient Intell. Humaniz. Comput., 2023
CoRR, 2023
Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation.
CoRR, 2023
Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023
Proceedings of the International Conference on Automated Machine Learning, 2023
2022
Beneficial Perturbation Network for Designing General Adaptive Artificial Intelligence Systems.
IEEE Trans. Neural Networks Learn. Syst., 2022
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation.
CoRR, 2022
Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Model2Detector: Widening the Information Bottleneck for Out-of-Distribution Detection using a Handful of Gradient Steps.
CoRR, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms.
CoRR, 2021
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
A Peek Into the Reasoning of Neural Networks: Interpreting With Structural Visual Concepts.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Vision-Based Autonomous Path Following Using a Human Driver Control Model With Reliable Input-Feature Value Estimation.
IEEE Trans. Intell. Veh., 2019
Neural Comput., 2019
Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system.
CoRR, 2019
CoRR, 2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Surprise! Predicting Infant Visual Attention in a Socially Assistive Robot Contingent Learning Paradigm.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
2018
Salient object detection via a local and global method based on deep residual network.
J. Vis. Commun. Image Represent., 2018
Overcoming catastrophic forgetting problem by weight consolidation and long-term memory.
CoRR, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Neural Networks, 2017
Image salient object detection with refined deep features via convolution neural network.
J. Electronic Imaging, 2017
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Image Process., 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the Student Research Workshop, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
IEEE Trans. Image Process., 2015
CoRR, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the Multimedia Data Mining and Analytics - Disruptive Innovation, 2015
2014
What/Where to Look Next? Modeling Top-Down Visual Attention in Complex Interactive Environments.
IEEE Trans. Syst. Man Cybern. Syst., 2014
Autonomous Mobile Robot Localization and Navigation Using a Hierarchical Map Representation Primarily Guided by Vision.
J. Field Robotics, 2014
Frontiers Comput. Neurosci., 2014
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Integrating human context and occlusion reasoning to improve handheld object tracking.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
A System for Assisting the Visually Impaired in Localization and Grasp of Desired Objects.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study.
IEEE Trans. Image Process., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Competitive Integration of Visual and Goal-related Signals on Neuronal Accumulation Rate: A Correlate of Oculomotor Capture in the Superior Colliculus.
J. Cogn. Neurosci., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Beobot 2.0: Autonomous mobile robot localization and navigation in outdoor pedestrian environment.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Deep Learning on Natural Viewing Behaviors to Differentiate Children with Fetal Alcohol Spectrum Disorder.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013
Mobile robot navigation system in outdoor pedestrian environment using vision-based road recognition.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013
Attention biased speeded up robust featureS (AB-SURF): A neurally-inspired object recognition algorithm for a wearable aid for the visually-impaired.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013
Schema-Driven, Space-Supported Random Accessible Memory Systems for Manipulation of Symbolic Working Memory.
Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013
2012
Mobile robot monocular vision navigation based on road region and boundary estimation.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012
Modeling the influence of action on spatial attention in visual interactive environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
IEEE Trans. Image Process., 2011
Image Vis. Comput., 2011
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011
Proceedings of the British Machine Vision Conference, 2011
2010
Neural Networks, 2010
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010
2009
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009
2008
Applying computational tools to predict gaze direction in interactive visual environments.
ACM Trans. Appl. Percept., 2008
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008
2007
Rapid Biologically-Inspired Scene Classification Using Features Shared with Visual Attention.
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Congruence between model and human attention reveals unique signatures of critical visual events.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Biologically-inspired robotics vision monte-carlo localization in the outdoor environment.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007
Beyond bottom-up: Incorporating task-dependent influences into a computational model of spatial attention.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Image Vis. Comput., 2006
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the Human Vision and Electronic Imaging XI, 2006
Proceedings of the Eye Tracking Research & Application Symposium, 2006
Proceedings of the Eye Tracking Research & Application Symposium, 2006
An Integrated Model of Top-Down and Bottom-Up Attention for Optimizing Detection Speed.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Biol. Cybern., 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005
2004
Automatic foveation for video compression using a neurobiological model of visual attention.
IEEE Trans. Image Process., 2004
Proceedings of the Human Vision and Electronic Imaging IX, 2004
Proceedings of the Human Vision and Electronic Imaging IX, 2004
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004
2003
CINNIC, a new computational algorithm for the modeling of early visual contour integration in humans.
Neurocomputing, 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
2002
Proceedings of the Human Vision and Electronic Imaging VII, 2002
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
2001
J. Electronic Imaging, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
1999
Neurocomputing, 1999
Comparison of feature combination strategies for saliency-based visual attention systems.
Proceedings of the Human Vision and Electronic Imaging IV, 1999
1998
IEEE Trans. Pattern Anal. Mach. Intell., 1998
Attentional Modulation of Human Pattern Discrimination Psychophysics Reproduced by a Quantitative Model.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997