Alfredo Canziani

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 9

Top Topics

Feature Extractors

Discriminative Power

Visual Representation

Top Venues

Publications

Vlad Sobal, Alfredo Canziani, Nicolas Carion, Kyunghyun Cho, Yann LeCun
Separating the World and Ego Models for Self-Driving. CoRR (2022)
Jiachen Zhu, Rafael M. Moraes, Serkan Karakulak, Vlad Sobol, Alfredo Canziani, Yann LeCun
TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning. CoRR (2022)
Alfredo Canziani
Teaching Deep Learning, a boisterous ever-evolving field. Teaching ML (2021)
Mikael Henaff, Alfredo Canziani, Yann LeCun
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic. CoRR (2019)
Mikael Henaff, Alfredo Canziani, Yann LeCun
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic. ICLR (Poster) (2019)
Stefano Marsi, Luca De Bortoli, Francesco Guzzi, Jhilik Bhattacharya, Francesco Cicala, Sergio Carrato, Alfredo Canziani, Giovanni Ramponi
A Face Recognition System Using Off-the-Shelf Feature Extractors and an Ad-Hoc Classifier. ApplePies (2018)
Alfredo Canziani, Eugenio Culurciello
CortexNet: a Generic Network Family for Robust Visual Temporal Representations. CoRR (2017)
Alfredo Canziani, Eugenio Culurciello, Adam Paszke
Evaluation of neural network architectures for embedded systems. ISCAS (2017)
Alfredo Canziani, Adam Paszke, Eugenio Culurciello
An Analysis of Deep Neural Network Models for Practical Applications. CoRR (2016)
Alfredo Canziani, Eugenio Culurciello
Visual attention with deep neural networks. CISS (2015)