AC
Alfredo Canziani
cs.AIcs.CVcs.LGcs.CLcs.ROstat.ML
On Valency
published · living versionsW_u2dfs7sd·v1 · currentpublished
An Analysis of Deep Neural Network Models for Practical Applications
with Adam Paszke, Eugenio Culurciello
1 version
Preprints & journals
6 papers in the corpus · 2016–2026The Spike, the Sparse and the Sink: Anatomy of Massive Activations and Attention Sinks2603.05498v1 · Shangwen Sun, Alfredo Canziani, Yann LeCun et al.2026 · 0 citationsarXiv
TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning2206.10698v2 · Jiachen Zhu, Rafael M. Moraes, Serkan Karakulak et al.2022 · 13 citationsarXiv
Separating the World and Ego Models for Self-Driving2204.07184v1 · Vlad Sobal, Alfredo Canziani, Nicolas Carion et al.2022 · 3 citationsarXiv
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic1901.02705v1 · Mikael Henaff, Alfredo Canziani, Yann LeCun2019 · 89 citationsarXiv
CortexNet: a Generic Network Family for Robust Visual Temporal Representations1706.02735v2 · Alfredo Canziani, Eugenio Culurciello2017 · 17 citationsarXiv
An Analysis of Deep Neural Network Models for Practical Applications1605.07678v4 · Alfredo Canziani, Adam Paszke, Eugenio Culurciello2016 · 969 citationsarXivon Valency
Career total: 13 works. 6 are in this corpus.
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