Jacob Roll

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 5

Top Topics

Dense Optical Flow

Unsupervised Classification

Top Venues

Intelligent Vehicles Symposium

Publications

Hariprasath Govindarajan, Per Sidén, Jacob Roll, Fredrik Lindsten
DINO as a von Mises-Fisher mixture model. CoRR (2024)
Hariprasath Govindarajan, Per Sidén, Jacob Roll, Fredrik Lindsten
DINO as a von Mises-Fisher mixture model. ICLR (2023)
Hariprasath Govindarajan, Peter Lindskog, Dennis Lundström, Amanda Olmin, Jacob Roll, Fredrik Lindsten
Self-Supervised Representation Learning for Content Based Image Retrieval of Complex Scenes. IV Workshops (2021)
Juozas Vaicenavicius, David Widmann, Carl R. Andersson, Fredrik Lindsten, Jacob Roll, Thomas B. Schön
Evaluating model calibration in classification. CoRR (2019)
Juozas Vaicenavicius, David Widmann, Carl R. Andersson, Fredrik Lindsten, Jacob Roll, Thomas B. Schön
Evaluating model calibration in classification. AISTATS (2019)
Daniel Hultqvist, Jacob Roll, Fredrik Svensson, Johan Dahlin, Thomas B. Schön
Detecting and positioning overtaking vehicles using 1D optical flow. Intelligent Vehicles Symposium (2014)
Mattias Krysander, Fredrik Heintz, Jacob Roll, Erik Frisk
FlexDx: A reconfigurable diagnosis framework. Eng. Appl. Artif. Intell. 23 (8) (2010)
Simone Paoletti, Jacob Roll, Andrea Garulli, Antonio Vicino
On the Input-Output Representation of Piecewise Affine State Space Models. IEEE Trans. Autom. Control. 55 (1) (2010)
David Forslund, Per Cronvall, Jacob Roll
Real-time Road Scene Classification using Infrared Images. VISAPP (2) (2010)
Henrik Ohlsson, Jacob Roll, Lennart Ljung
Manifold-constrained regressors in system identification. CDC (2008)
Simone Paoletti, Andrea Garulli, Jacob Roll, Antonio Vicino
A necessary and sufficient condition for input-output realization of switched affine state space models. CDC (2008)
Henrik Ohlsson, Jacob Roll, Anders Brun, Hans Knutsson, Mats T. Andersson, Lennart Ljung
Direct Weight Optimization applied to discontinuous functions. CDC (2008)
Jacob Roll
Piecewise linear solution paths with application to direct weight optimization. Autom. 44 (11) (2008)
Henrik Ohlsson, Joakim Rydell, Anders Brun, Jacob Roll, Mats T. Andersson, Anders Ynnerman, Hans Knutsson
Enabling bio-feedback using real-time fMRI. CDC (2008)
Mattias Krysander, Fredrik Heintz, Jacob Roll, Erik Frisk
Dynamic test selection for reconfigurable diagnosis. CDC (2008)
Gunnar Cedersund, Jacob Roll, Erik Ulfhielm, Anna Danielsson, Henrik Tidefelt, Peter Strålfors
Model-Based Hypothesis Testing of Key Mechanisms in Initial Phase of Insulin Signaling. PLoS Comput. Biol. 4 (6) (2008)
Christian Lyzell, Jacob Roll, Lennart Ljung
The use of nonnegative garrote for order selection of ARX models. CDC (2008)
Simone Paoletti, Jacob Roll, Andrea Garulli, Antonio Vicino
Input-output realization of piecewise affine state space models. CDC (2007)
Jacob Roll, Ingela Lind, Lennart Ljung
Connections between optimisation-based regressor selection and analysis of variance. CDC (2006)
Jacob Roll, Martin Enqvist, Lennart Ljung
Consistent Nonparametric Estimation of NARX Systems Using Convex Optimization. CDC/ECC (2005)
Jacob Roll, Alexander V. Nazin, Lennart Ljung
Nonlinear system identification via direct weight optimization. Autom. 41 (3) (2005)
Jacob Roll, Alberto Bemporad, Lennart Ljung
Identification of piecewise affine systems via mixed-integer programming. Autom. 40 (1) (2004)
Jacob Roll, Alexander V. Nazin, Lennart Ljung
Local modelling with a priori known bounds using direct weight optimization. ECC (2003)
Jacob Roll, Alexander V. Nazin, Lennart Ljung
A non-asymptotic approach to local modelling. CDC (2002)
Alberto Bemporad, Jacob Roll, Lennart Ljung
Identification of hybrid systems via mixed-integer programming. CDC (2001)
Jacob Roll
Invariance of Approximating Automata for Piecewise Linear Systems with Uncertainties. HSCC (2000)