output
20062026
most citedTransformers are RNNs: Fast Autoregressive Transformers with Linear Attention

310 citations

Showing 2022Show all

32 papers · 1 filter

math.DG2022★ 4 cited

Spectral asymptotics for sub-Riemannian Laplacians

Yves Colin de Verdìère, Luc Hillairet, Emmanuel Trélat

We study spectral properties of sub-Riemannian Laplacians, which are hypoelliptic operators. The main objective is to obtain quantum ergodicity results, what we have achieved in th…

cs.CL2022★ 2 cited

Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks

Esaú Villatoro-Tello, Srikanth Madikeri, Juan Zuluaga-Gomez +6

In this paper, we perform an exhaustive evaluation of different representations to address the intent classification problem in a Spoken Language Understanding (SLU) setup. We benc…

cs.RO2022★ 17 cited

Geometric Algebra for Optimal Control with Applications in Manipulation Tasks

Tobias Löw, Sylvain Calinon

Many problems in robotics are fundamentally problems of geometry, which lead to an increased research effort in geometric methods for robotics in recent years. The results were alg…

cs.CV2022★ 11 cited

Attacking Face Recognition with T-shirts: Database, Vulnerability Assessment and Detection

M. Ibsen, C. Rathgeb, F. Brechtel +5

Face recognition systems are widely deployed for biometric authentication. Despite this, it is well-known that, without any safeguards, face recognition systems are highly vulnerab…

cs.HC2022★ 48 cited

Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries

Lakmal Meegahapola, William Droz, Peter Kun +24

Mood inference with mobile sensing data has been studied in ubicomp literature over the last decade. This inference enables context-aware and personalized user experiences in gener…

math.PR2022

Conditioning (sub)critical L{é}vy trees by their maximal degree: Decomposition and local limit

Romain Abraham, Jean-François Delmas, Michel Nassif

We study the maximal degree of (sub)critical L{é}vy trees which arise as the scaling limits of Bienaym{é}-Galton-Watson trees. We determine the genealogical structure of large node…