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2020 – today
- 2024
[i3]Hariprasath Govindarajan, Per Sidén, Jacob Roll, Fredrik Lindsten:
DINO as a von Mises-Fisher mixture model. CoRR abs/2405.10939 (2024)- [i2]Hariprasath Govindarajan, Per Sidén, Jacob Roll, Fredrik Lindsten:
On Partial Prototype Collapse in the DINO Family of Self-Supervised Methods. CoRR abs/2410.14060 (2024) - 2023
- [c18]Hariprasath Govindarajan
, Per Sidén, Jacob Roll, Fredrik Lindsten:
DINO as a von Mises-Fisher mixture model. ICLR 2023 - 2021
- [c17]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: 249-256
2010 – 2019
- 2019
- [c16]Juozas Vaicenavicius, David Widmann, Carl R. Andersson, Fredrik Lindsten, Jacob Roll, Thomas B. Schön:
Evaluating model calibration in classification. AISTATS 2019: 3459-3467 - [i1]Juozas Vaicenavicius, David Widmann, Carl R. Andersson, Fredrik Lindsten, Jacob Roll, Thomas B. Schön:
Evaluating model calibration in classification. CoRR abs/1902.06977 (2019) - 2014
- [c15]Daniel Hultqvist, Jacob Roll, Fredrik Svensson, Johan Dahlin, Thomas B. Schön:
Detecting and positioning overtaking vehicles using 1D optical flow. Intelligent Vehicles Symposium 2014: 861-866 - 2010
- [j6]Mattias Krysander, Fredrik Heintz, Jacob Roll, Erik Frisk:
FlexDx: A reconfigurable diagnosis framework. Eng. Appl. Artif. Intell. 23(8): 1303-1313 (2010) - [j5]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): 60-73 (2010) - [c14]David Forslund, Per Cronvall, Jacob Roll:
Real-time Road Scene Classification using Infrared Images. VISAPP (2) 2010: 351-356
2000 – 2009
- 2008
- [j4]Jacob Roll:
Piecewise linear solution paths with application to direct weight optimization. Autom. 44(11): 2745-2753 (2008) - [j3]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) - [c13]Henrik Ohlsson, Jacob Roll, Anders Brun, Hans Knutsson, Mats T. Andersson, Lennart Ljung:
Direct Weight Optimization applied to discontinuous functions. CDC 2008: 117-122 - [c12]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: 935-940 - [c11]Mattias Krysander, Fredrik Heintz, Jacob Roll, Erik Frisk:
Dynamic test selection for reconfigurable diagnosis. CDC 2008: 1066-1072 - [c10]Henrik Ohlsson, Jacob Roll, Lennart Ljung:
Manifold-constrained regressors in system identification. CDC 2008: 1364-1369 - [c9]Christian Lyzell, Jacob Roll, Lennart Ljung:
The use of nonnegative garrote for order selection of ARX models. CDC 2008: 1974-1979 - [c8]Henrik Ohlsson, Joakim Rydell, Anders Brun, Jacob Roll, Mats T. Andersson, Anders Ynnerman, Hans Knutsson:
Enabling bio-feedback using real-time fMRI. CDC 2008: 3336-3341 - 2007
- [c7]Simone Paoletti, Jacob Roll, Andrea Garulli, Antonio Vicino:
Input-output realization of piecewise affine state space models. CDC 2007: 3164-3169 - 2006
- [c6]Jacob Roll, Ingela Lind, Lennart Ljung:
Connections between optimisation-based regressor selection and analysis of variance. CDC 2006: 4907-4914 - 2005
- [j2]Jacob Roll, Alexander V. Nazin, Lennart Ljung:
Nonlinear system identification via direct weight optimization. Autom. 41(3): 475-490 (2005) - [c5]Jacob Roll, Martin Enqvist, Lennart Ljung:
Consistent Nonparametric Estimation of NARX Systems Using Convex Optimization. CDC/ECC 2005: 3129-3134 - 2004
- [j1]Jacob Roll, Alberto Bemporad, Lennart Ljung:
Identification of piecewise affine systems via mixed-integer programming. Autom. 40(1): 37-50 (2004) - 2003
- [c4]Jacob Roll, Alexander V. Nazin, Lennart Ljung:
Local modelling with a priori known bounds using direct weight optimization. ECC 2003: 2138-2143 - 2002
- [c3]Jacob Roll, Alexander V. Nazin, Lennart Ljung:
A non-asymptotic approach to local modelling. CDC 2002: 638-643 - 2001
- [c2]Alberto Bemporad, Jacob Roll, Lennart Ljung:
Identification of hybrid systems via mixed-integer programming. CDC 2001: 786-792 - 2000
- [c1]Jacob Roll:
Invariance of Approximating Automata for Piecewise Linear Systems with Uncertainties. HSCC 2000: 396-406
Coauthor Index
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