Alfredo Canziani

According to our database, Alfredo Canziani authored at least 10 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The Spike, the Sparse and the Sink: Anatomy of Massive Activations and Attention Sinks.

Shangwen Sun, Alfredo Canziani, Yann LeCun, Jiachen Zhu

CoRR, March, 2026

2022

TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning.

Jiachen Zhu, Rafael M. Moraes, Serkan Karakulak, Vlad Sobol, Alfredo Canziani, Yann LeCun

CoRR, 2022

Separating the World and Ego Models for Self-Driving.

Vlad Sobal, Alfredo Canziani, Nicolas Carion, Kyunghyun Cho, Yann LeCun

CoRR, 2022

2021

Teaching Deep Learning, a boisterous ever-evolving field.

Alfredo Canziani

Proceedings of the Second Teaching Machine Learning and Artificial Intelligence Workshop, 2021

2019

Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic.

Mikael Henaff, Alfredo Canziani, Yann LeCun

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

A Face Recognition System Using Off-the-Shelf Feature Extractors and an Ad-Hoc Classifier.

Stefano Marsi, Luca De Bortoli, Francesco Guzzi, Jhilik Bhattacharya, Francesco Cicala, Sergio Carrato, Alfredo Canziani, Giovanni Ramponi

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2018

2017

CortexNet: a Generic Network Family for Robust Visual Temporal Representations.

Alfredo Canziani, Eugenio Culurciello

CoRR, 2017

Evaluation of neural network architectures for embedded systems.

Alfredo Canziani, Eugenio Culurciello, Adam Paszke

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016

An Analysis of Deep Neural Network Models for Practical Applications.

Alfredo Canziani, Adam Paszke, Eugenio Culurciello

CoRR, 2016

2015

Visual attention with deep neural networks.

Alfredo Canziani, Eugenio Culurciello

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015