Elisa Ricci

According to our database1, Elisa Ricci authored at least 109 papers between 2004 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepages:

On csauthors.net:

Bibliography

2020
Modeling the Background for Incremental Learning in Semantic Segmentation.
CoRR, 2020

2019
Increasing Image Memorability with Neural Style Transfer.
TOMM, 2019

Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Single-Stage Monocular 3D Object Detection with Virtual Cameras.
CoRR, 2019

Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks.
CoRR, 2019

Budget-Aware Adapters for Multi-Domain Learning.
CoRR, 2019

Online Adaptation through Meta-Learning for Stereo Depth Estimation.
CoRR, 2019

First Order Motion Model for Image Animation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition.
Proceedings of the International Conference on Robotics and Automation, 2019

Animating Arbitrary Objects via Deep Motion Transfer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Structured Domain Adaptation for 3D Keypoint Estimation.
Proceedings of the 2019 International Conference on 3D Vision, 2019

2018
Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval.
IEEE Trans. Image Processing, 2018

Robust Place Categorization With Deep Domain Generalization.
IEEE Robotics and Automation Letters, 2018

Joint Estimation of Human Pose and Conversational Groups from Social Scenes.
International Journal of Computer Vision, 2018

Adding New Tasks to a Single Network with Weight Trasformations using Binary Masks.
CoRR, 2018

Every Smile is Unique: Landmark-Guided Diverse Smile Generation.
CoRR, 2018

Kitting in the Wild through Online Domain Adaptation.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Best Sources Forward: Domain Generalization through Source-Specific Nets.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Boosting Domain Adaptation by Discovering Latent Domains.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Every Smile Is Unique: Landmark-Guided Diverse Smile Generation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Enhancing Perceptual Attributes with Bayesian Style Generation.
Proceedings of the Computer Vision - ACCV 2018, 2018

Unsupervised Adversarial Depth Estimation Using Cycled Generative Networks.
Proceedings of the 2018 International Conference on 3D Vision, 2018

Multimodal analysis of free-standing conversational groups.
Proceedings of the Frontiers of Multimedia Research, 2018

2017
Learning Depth-Aware Deep Representations for Robotic Perception.
IEEE Robotics and Automation Letters, 2017

Learning Deep NBNN Representations for Robust Place Categorization.
IEEE Robotics and Automation Letters, 2017

An automatic image-to-DEM alignment approach for annotating mountains pictures on a smartphone.
Mach. Vis. Appl., 2017

Detecting anomalous events in videos by learning deep representations of appearance and motion.
Comput. Vis. Image Underst., 2017

Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

How to Make an Image More Memorable?: A Deep Style Transfer Approach.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Depth-aware convolutional neural networks for accurate 3D pose estimation in RGB-D images.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

AutoDIAL: Automatic Domain Alignment Layers.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Cross-Modal Deep Representations for Robust Pedestrian Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Viraliency: Pooling Local Virality.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

SALSA: A Multimodal Dataset for the Automated Analysis of Free-Standing Social Interactions.
Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

Exploring Multitask and Transfer Learning Algorithms for Head Pose Estimation in Dynamic Multiview Scenarios.
Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

2016
Support Vector Machines.
Encyclopedia of Algorithms, 2016

Learning Personalized Models for Facial Expression Analysis and Gesture Recognition.
IEEE Trans. Multimedia, 2016

A Multi-Task Learning Framework for Head Pose Estimation under Target Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

SALSA: A Novel Dataset for Multimodal Group Behavior Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Academic Coupled Dictionary Learning for Sketch-based Image Retrieval.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

A Deeply-Supervised Deconvolutional Network for Horizon Line Detection.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Emerging Topics in Learning from Noisy and Missing Data.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Multi-Paced Dictionary Learning for cross-domain retrieval and recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Recognizing Emotions from Abstract Paintings Using Non-Linear Matrix Completion.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Egocentric Daily Activity Recognition via Multitask Clustering.
IEEE Trans. Image Processing, 2015

Transferring knowledge across robots: A risk sensitive approach.
Robotics Auton. Syst., 2015

Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Predicting and Understanding Urban Perception with Convolutional Neural Networks.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Analyzing Free-standing Conversational Groups: A Multimodal Approach.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Inferring Painting Style with Multi-Task Dictionary Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations from Surveillance Videos.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning Deep Representations of Appearance and Motion for Anomalous Event Detection.
Proceedings of the British Machine Vision Conference 2015, 2015

Online Multitask Learning for Machine Translation Quality Estimation.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Multitask Linear Discriminant Analysis for View Invariant Action Recognition.
IEEE Trans. Image Processing, 2014

Evaluation of non-geometric methods for visual odometry.
Robotics Auton. Syst., 2014

Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images.
International Journal of Computer Vision, 2014

We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

Personalizing vision-based gestural interfaces for HRI with UAVs: a transfer learning approach.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover's Distance.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Evaluating Multi-task Learning for Multi-view Head-Pose Classification in Interactive Environments.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

It's all about habits: Exploiting multi-task clustering for activities of daily living analysis.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

Exploiting transfer learning for personalized view invariant gesture recognition.
Proceedings of the IEEE International Conference on Acoustics, 2014

Personalizing a smartwatch-based gesture interface with transfer learning.
Proceedings of the 22nd European Signal Processing Conference, 2014

Recognizing Daily Activities from First-Person Videos with Multi-task Clustering.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
A Prototype Learning Framework Using EMD: Application to Complex Scenes Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Automated defect detection in uniform and structured fabrics using Gabor filters and PCA.
J. Vis. Commun. Image Represent., 2013

A smart watch-based gesture recognition system for assisting people with visual impairments.
Proceedings of the 3rd ACM international workshop on Interactive multimedia on mobile & portable devices, 2013

A transfer learning approach for multi-cue semantic place recognition.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Multi-task linear discriminant analysis for multi-view action recognition.
Proceedings of the IEEE International Conference on Image Processing, 2013

No Matter Where You Are: Flexible Graph-Guided Multi-task Learning for Multi-view Head Pose Classification under Target Motion.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
A discriminative approach for appearance based loop closing.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Enhanced semantic descriptors for functional scene categorization.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Multiple Kernel Learning framework for detecting altered fingerprints.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Boosting-based transfer learning for multi-view head-pose classification from surveillance videos.
Proceedings of the 20th European Signal Processing Conference, 2012

Exploiting Sparse Representations for Robust Analysis of Noisy Complex Video Scenes.
Proceedings of the Computer Vision - ECCV 2012, 2012

An Adaptation Framework for Head-Pose Classification in Dynamic Multi-view Scenarios.
Proceedings of the Computer Vision, 2012

2011
Sorting Atomic Activities for Discovering Spatio-temporal Patterns in Dynamic Scenes.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Earth mover's prototypes: A convex learning approach for discovering activity patterns in dynamic scenes.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Space speaks: towards socially and personality aware visual surveillance.
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis, 2010

Tracking Multiple People with Illumination Maps.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Learning Pedestrian Trajectories with Kernels.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Learning large margin likelihoods for realtime head pose tracking.
Proceedings of the International Conference on Image Processing, 2009

Dynamic Partitioned Sampling For Tracking With Discriminative Features.
Proceedings of the British Machine Vision Conference, 2009

2008
Large Margin Methods for Structured Output Prediction.
Proceedings of the Computational Intelligence Paradigms, Innovative Applications, 2008

Support Vector Machines.
Proceedings of the Encyclopedia of Algorithms - 2008 Edition, 2008

Recurrent Correlation Associative Memories: A Feature Space Perspective.
IEEE Trans. Neural Networks, 2008

2007
Retinal Blood Vessel Segmentation Using Line Operators and Support Vector Classification.
IEEE Trans. Med. Imaging, 2007

Cellular Neural Networks With Virtual Template Expansion for Retinal Vessel Segmentation.
IEEE Trans. on Circuits and Systems, 2007

Learning to Align: A Statistical Approach.
Proceedings of the Advances in Intelligent Data Analysis VII, 2007

Discriminative Sequence Labeling by Z-Score Optimization.
Proceedings of the Machine Learning: ECML 2007, 2007

2006
Analog neural network for support vector machine learning.
IEEE Trans. Neural Networks, 2006

Associative Memory Design Using Support Vector Machines.
IEEE Trans. Neural Networks, 2006

SVM-based CDMA receiver with incremental active learning.
Neurocomputing, 2006

Improved pruning strategy for radial basis function networks with dynamic decay adjustment.
Neurocomputing, 2006

Reduced complexity RBF classifiers with support vector centres and dynamic decay adjustment.
Neurocomputing, 2006

2004
On the Use of Neural Networks to Solve the Reverse Modelling Problem for the Quantification of Dopant Profiles Extracted by Scanning Probe Microscopy Techniques.
Microelectron. Reliab., 2004


  Loading...