Carlo Ciliberto
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
24
Venues
7
Active years
2011–2022
Best venue rank
A*
Where they publish
Papers
24 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | ICML | Measuring dissimilarity with diffeomorphism invariance. | Thophile Cantelobre, Carlo Ciliberto, Benjamin Guedj, Alessandro Rudi |
| 2022 | ICML | Distribution Regression with Sliced Wasserstein Kernels. | Dimitri Meunier, Massimiliano Pontil, Carlo Ciliberto |
| 2022 | ICRA | Modular Adaptive Policy Selection for Multi- Task Imitation Learning through Task Division. | Dafni Antotsiou, Carlo Ciliberto, Tae-Kyun Kim |
| 2022 | UAI | Implicit kernel meta-learning using kernel integral forms. | John Isak Texas Falk, Carlo Ciliberto, Massimiliano Pontil |
| 2021 | ICRA | Adversarial Imitation Learning with Trajectorial Augmentation and Correction. | Dafni Antotsiou, Carlo Ciliberto, Tae-Kyun Kim |
| 2020 | AISTATS | Hyperbolic Manifold Regression. | Gian Maria Marconi, Carlo Ciliberto, Lorenzo Rosasco |
| 2019 | ICML | Learning-to-Learn Stochastic Gradient Descent with Biased Regularization. | Giulia Denevi, Carlo Ciliberto, Riccardo Grazzi, Massimiliano Pontil |
| 2019 | ICML | Leveraging Low-Rank Relations Between Surrogate Tasks in Structured Prediction. | Giulia Luise, Dimitrios Stamos, Massimiliano Pontil, Carlo Ciliberto |
| 2019 | ICML | Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation. | Ruohan Wang, Carlo Ciliberto, Pierluigi Vito Amadori, Yiannis Demiris |
| 2018 | UAI | Incremental Learning-to-Learn with Statistical Guarantees. | Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil |
| 2017 | ICCV | Low Compute and Fully Parallel Computer Vision with HashMatch. | Sean Ryan Fanello, Julien P. C. Valentin, Adarsh Kowdle, Christoph Rhemann, Vladimir Tankovich, Carlo Ciliberto, Philip Davidson, Shahram Izadi |
| 2017 | ICRA | Incremental robot learning of new objects with fixed update time. | Raffaello Camoriano, Giulia Pasquale, Carlo Ciliberto, Lorenzo Natale, Lorenzo Rosasco, Giorgio Metta |
| 2016 | IROS | Object identification from few examples by improving the invariance of a Deep Convolutional Neural Network. | Giulia Pasquale, Carlo Ciliberto, Lorenzo Rosasco, Lorenzo Natale |
| 2015 | CVPR | Learning multiple visual tasks while discovering their structure. | Carlo Ciliberto, Lorenzo Rosasco, Silvia Villa |
| 2015 | ICML | Convex Learning of Multiple Tasks and their Structure. | Carlo Ciliberto, Youssef Mroueh, Tomaso A. Poggio, Lorenzo Rosasco |
| 2015 | ICML | Teaching iCub to recognize objects using deep Convolutional Neural Networks. | Giulia Pasquale, Carlo Ciliberto, Francesca Odone, Lorenzo Rosasco, Lorenzo Natale |
| 2014 | CVPR | Ask the Image: Supervised Pooling to Preserve Feature Locality. | Sean Ryan Fanello, Nicoletta Noceti, Carlo Ciliberto, Giorgio Metta, Francesca Odone |
| 2014 | IROS | Exploiting global force torque measurements for local compliance estimation in tactile arrays. | Carlo Ciliberto, Luca Fiorio, Marco Maggiali, Lorenzo Natale, Lorenzo Rosasco, Giorgio Metta, Giulio Sandini, Francesco Nori |
| 2013 | CVPR | iCub World: Friendly Robots Help Building Good Vision Data-Sets. | Sean Ryan Fanello, Carlo Ciliberto, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco, Francesca Odone |
| 2013 | ICRA | Weakly supervised strategies for natural object recognition in robotics. | Sean Ryan Fanello, Carlo Ciliberto, Lorenzo Natale, Giorgio Metta |
| 2013 | IROS | On the impact of learning hierarchical representations for visual recognition in robotics. | Carlo Ciliberto, Sean Ryan Fanello, Matteo Santoro, Lorenzo Natale, Giorgio Metta, Lorenzo Rosasco |
| 2012 | IROS | A heteroscedastic approach to independent motion detection for actuated visual sensors. | Carlo Ciliberto, Sean Ryan Fanello, Lorenzo Natale, Giorgio Metta |
| 2011 | IROS | Reexamining Lucas-Kanade method for real-time independent motion detection: Application to the iCub humanoid robot. | Carlo Ciliberto, Ugo Pattacini, Lorenzo Natale, Francesco Nori, Giorgio Metta |
| 2011 | IROS | Online multiple instance learning applied to hand detection in a humanoid robot. | Carlo Ciliberto, Fabrizio Smeraldi, Lorenzo Natale, Giorgio Metta |