Alfredo Canziani

11 papers C 1Misc 1Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Spike, the Sparse and the Sink: Anatomy of Massive Activations and Attention Sinks. CoRR Shangwen Sun, Alfredo Canziani, Yann LeCun, Jiachen Zhu
2022	J	`jnl`	Separating the World and Ego Models for Self-Driving. CoRR Vlad Sobal, Alfredo Canziani, Nicolas Carion, Kyunghyun Cho, Yann LeCun
2022	J	`jnl`	TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning. CoRR Jiachen Zhu, Rafael M. Moraes, Serkan Karakulak, Vlad Sobol, Alfredo Canziani, Yann LeCun
2021	—	`conf`	Teaching Deep Learning, a boisterous ever-evolving field. Teaching ML Alfredo Canziani
2019	—	`conf`	Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic. ICLR (Poster) Mikael Henaff, Alfredo Canziani, Yann LeCun
2019	J	`jnl`	Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic. CoRR Mikael Henaff, Alfredo Canziani, Yann LeCun
2018	—	`conf`	A Face Recognition System Using Off-the-Shelf Feature Extractors and an Ad-Hoc Classifier. ApplePies Stefano Marsi, Luca De Bortoli, Francesco Guzzi, Jhilik Bhattacharya, Francesco Cicala, Sergio Carrato, Alfredo Canziani, Giovanni Ramponi
2017	J	`jnl`	CortexNet: a Generic Network Family for Robust Visual Temporal Representations. CoRR Alfredo Canziani, Eugenio Culurciello
2017	C	`conf`	Evaluation of neural network architectures for embedded systems. ISCAS Alfredo Canziani, Eugenio Culurciello, Adam Paszke
2016	J	`jnl`	An Analysis of Deep Neural Network Models for Practical Applications. CoRR Alfredo Canziani, Adam Paszke, Eugenio Culurciello
2015	Misc	`conf`	Visual attention with deep neural networks. CISS Alfredo Canziani, Eugenio Culurciello