.. _papers:

Academic Research
=================

.. toctree::
   :maxdepth: 1 
   :hidden:
   :caption: Papers
   :glob:

   papers/lider
   papers/twf
   papers/xder
   papers/ccic
   papers/magat
   papers/adal

My research moslty focuses on continual learning, but my interests span other fields of deep learning such as learning with noisy data, satellite and remote‑sensing data, and self‑supervised learning.

All my papers involving :bdg-secondary:`Continual Learning` are available via the `Mammoth library <https://aimagelab.github.io/mammoth/>`_, a PyTorch library for continual learning available on GitHub at `github.com/aimagelab/mammoth <https://github.com/aimagelab/mammoth>`_.

- :ref:`paper-lider` :bdg-secondary:`Continual Learning` :bdg-success:`NeurIPS`
- :ref:`paper-twf` :bdg-secondary:`Continual Learning` :bdg-success:`ECCV`
- :ref:`paper-xder` :bdg-secondary:`Continual Learning` :bdg-success:`IEEE TPAMI`
- :ref:`paper-ccic` :bdg-secondary:`Continual Learning` :bdg-success:`PRL`
- :ref:`paper-magat` :bdg-secondary:`Remote Sensing` :bdg-success:`IEEE TGRS`
- :ref:`paper-adal` :bdg-secondary:`Semantic Segmentation` :bdg-success:`MDPI Animals`

Participation in Research Projects
==================================

- `**LEGO**: **LEarning the Geometry of knOwledge in AI systems** <https://aimagelab.ing.unimore.it/imagelab/project.asp?idprogetto=99>`_
   - Funding: `MIUR - Ministero Istruzione Università e Ricerca <https://www.miur.gov.it/>`_
- `**SENECA** <https://aimagelab.ing.unimore.it/imagelab/project.asp?idprogetto=94>`_
   - Funding: `IMA Group <https://ima.it/en/>`_
- `**AIDEO: AI for Earth Observation** <https://aimagelab.ing.unimore.it/imagelab/project.asp?idprogetto=84>`_
   - Funding: `European Space Agency (ESA) <https://www.esa.int/>`_
- `**Automatic Detection of Abattoir Lesion** <https://aimagelab.ing.unimore.it/imagelab/project.asp?idprogetto=83>`_
   - Funding: `Farm4Trade <https://www.farm4trade.com/>`_