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%----------------------------------------------------------------------------------------
% HEADER
%----------------------------------------------------------------------------------------
\author{Martin Schrimpf}
\title{\theauthor\space}
%----------------------------------------------------------------------------------------
% PERSONAL
%----------------------------------------------------------------------------------------
\setAddress{%
43 Vassar St\\
Cambridge\\
MA 02139}
\setEmail{%
% martin.schrimpf@outlook.com
msch@mit.edu}
\setMobile{%
+1 617-586-6748}
\setWeb{%
http://mschrimpf.com}
\setScholar{%
https://scholar.google.com/citations?user=RiZ-RdwAAAAJ}
\setTwitter{%
martin\_schrimpf}
\setGithub{%
mschrimpf}
%----------------------------------------------------------------------------------------
% EDUCATION
%----------------------------------------------------------------------------------------
\newcommand{\education}{%
\educationblock%
{% 1: Time frame start
2017 %Since 09/2017
- 2022
}{% 2: Time frame end
}{% 3: Program
PhD
}{% 4: University
Massachusetts Institute of Technology (MIT)
}{% 5: Description
Department of Brain and Cognitive Sciences. GPA $5.0/5.0$.
\\
Advisor: James DiCarlo.
}{% 6: Technologies
}{% 7: Grade
}
\educationblock%
{% 1: Time frame start
2014 %10/2014
}{% 2: Time frame end
2017%05/2017
}{% 3: Program
Master of Science
}{% 4: University
TU \& LMU Munich \& University of Augsburg
}{% 5: Description
Elite Program Software Engineering.
%Structured approaches to Computer Science and creating software, extra courses in Machine Learning.
%Formal Methods, Distributed Systems, Project Management, Databases, Human Computer Interaction.
%\\
GPA $4.0/4.0$ with honors.
\\
Thesis completed at \organization{Harvard University}.
}{% 6: Technologies
Java, C++, SQL, QVTO, Maude, CTL, LTL
}
\educationblock%
{% 1: Time frame start
2011 %10/2011
}{% 2: Time frame end
2014%07/2014
}{% 3: Program
Bachelor of Science
}{% 4: University
TU Munich
}{% 5: Description
%Combination of economic fundamentals and computer science with a focus on Information Systems.
%\\
%Study abroad at \organization{Auckland University of Technology} with a project at \organization{CAIR} on landmark-based perceptual mapping, inspired by the hippocampus.
%\\
Program Information Systems.
\\
Thesis completed at the \organization{University of Sydney}.
}{% 6: Technologies
Java, UML, SQL, C++, C, Assembly, ARIA
}
%\educationblock%
%{% 1: Time frame start
%2003
%}{% 2: Time frame end
%2011
%}{% 3: Program
%Abitur
%}{% 4: University
%Gymnasium Dorfen
%}{% 5: Description
%Focus on Mathematics, Computer Science, Economics, English.
%\subprogram{USA-exchange} with the \organization{C.D. Hylton High school} in Virginia
%}{% 6: Technologies
%}{% 7: Grade
%$3.7$
%}
}
\newcommand{\varEducationInfo}{All grades converted into the American 4-point system}
%----------------------------------------------------------------------------------------
% EXPERIENCE
%----------------------------------------------------------------------------------------
\newcommand{\professional}{%
\block%
{% 1: Time frame start
%08/2022
Fall 2023
}{% 2: Time frame end
}{% 3: Position
Tenure-Track Assistant Professor
}{% 4: Employer
EPFL
}{% 5: Description
}{% 6: Technologies
}
\block%
{% 1: Time frame start
%03/2022
Since 2022
}{% 2: Time frame end
}{% 3: Position
Research Scientist
}{% 4: Employer
MIT Quest
}{% 5: Description
Leading a group of research scientists and engineers to bridge natural and artificial intelligence research across the institute. % Integrative modeling of langu primate vision and language; bridging natural and artificial intelligence research across the institute.
}{% 6: Technologies
PyTorch, AWS
}
\block%
{% 1: Time frame start
%05/2017
2017
}{% 2: Time frame end
%08/2017
}{% 3: Position
Deep Learning Intern
}{% 4: Employer
Salesforce Einstein AI
}{% 5: Description
Advisor: Richard Socher.\\
Flexible architecture search for natural language processing with reinforcement learning (discovered highly novel architectures). % and predictive function
}{% 6: Technologies
PyTorch, AWS
}
\block%
{% 1: Time frame start
2016%04/2016
}{% 2: Time frame end
%11/2016
}{% 3: Position
Research Assistant
}{% 4: Employer
Harvard Medical School
}{% 5: Description
Advisor: Gabriel Kreiman.\\
Recurrent computations for the recognition of occluded objects in humans and models (29\% improvement in accuracy); % 45\% with Alexnet to 74\%
Robustness of neural networks to weight perturbations.
% ; Role of context for object recognition.
}{% 6: Technologies
Matlab, Python, keras, Theano, Linux, LSF, ECoG
}
\block%
{% 1: Time frame start
2015 %12/2015
}{% 2: Time frame end
2016%04/2016
}{% 3: Position
Research Assistant
}{% 4: Employer
Oracle Labs
}{% 5: Description
Development of an on-demand cluster database module (now widely used by research teams).
%Enabled research teams to flexibly utilize the Oracle RDBMS on the internal cluster by developing an on-demand database module.
}{% 6: Technologies
Linux, LSF, Virtual Machines
}
\block%
{% 1: Time frame start
2015 %2015 %08/2015 // 03/2017
- 2020
}{% 2: Time frame end
}{% 3: Activity
Co-Founder / Technical Advisor (since 2017)
}{% 4: Organisation
Integreat Digital Factory
}{% 5: Description
% Digitization projects in social sector.
Platform for distributing local information to refugees, now used in 1 out of every 6 cities in Germany (\href{https://integreat-app.de/en/}{\textit{integreat-app.de/en}}).
}{% 6: Technologies
Xamarin (C\#), Android (Java), WordPress (PHP)
}
\block%
{% 1: Time frame start
2015%07/2015
}{% 2: Time frame end
%10/2015
}{% 3: Position
Software Engineering Intern
}{% 4: Employer
Siemens AG
}{% 5: Description
Behavior-driven testing framework to run a test specification written in natural language (now used in three major business areas).
}{% 6: Technologies
Python
}
\block%
{% 1: Time frame start
2012 %07/2012
}{% 2: Time frame end
2015%12/2015
}{% 3: Position
Freelancer
}{% 4: Employer
Martin Schrimpf Software Solutions
}{% 5: Description
Led the development of a document %and workflow
management system with optical character recognition to make the client company paper-free.
%Software Development and Services - projects include:
%\begin{description}[noitemsep,topsep=0pt,font=\normalfont\itshape\space]
%\item[Greimel IT-Systemhaus GmbH] Led the development of a document and workflow management system with optical character recognition, making the client company effectively paper-free
%%\item[R-Backup Datensicherung GmbH] Developed a multilingual website's front- and backend to administrate partners and customers and to issue invoices
%\item[Promonde JLT] Implemented an advertisement website for Arabic countries with over 10,000 users per day % https://www.youtube.com/watch?v=qP6hNgYzZOg
%\end{description}
}{% 6: Technologies
Java, JavaScript, PHP
}
%\block%
%{% 1: Time frame start
%07/2014
%}{% 2: Time frame end
%11/2014
%}{% 3: Position
%Study abroad
%}{% 4: Employer
%Auckland University of Technology
%}{% 5: Description
%Worked on a landmark-based approach to perceptual mapping, inspired by the hippocampus, at the \organization{Centre for Artificial Intelligence Research}.
%Courses in Artificial Intelligence and Management.
%}{% 6: Technologies
%Java, JavaScript, PHP
%}
}
%----------------------------------------------------------------------------------------
% PUBLICATIONS
%----------------------------------------------------------------------------------------
\newcommand{\publications}{%
\publication{2022}{GeigerSchrimpf2022Wiring}
\publication{2021}{Schrimpf2021language}
\publication{2021}{Casper2021frivolous}
\publication{2020}{gan2021threedworld}
\publication{2020}{Zhuang2020}
\publication{2020}{DapelloMarques2020}
\publication{2020}{Schrimpf2020Neuron}
\publication{2019}{KubiliusSchrimpf2019}
\publication{2018}{bashivan2018continual}
\publication{2018}{schrimpf2018}
\publication{2018}{TangSchrimpfLotter2018}
}
%----------------------------------------------------------------------------------------
% ABSTRACTS
%----------------------------------------------------------------------------------------
\newcommand{\abstracts}{%
\publication{2021}{Schrimpf2021Topographic}
\publication{2021}{Kar2021}
\publication{2020}{Schrimpf2020snl}
\publication{2020}{schrimpf2020neuromatch}
\publication{2020}{marques2020cosyne}
\publication{2019}{schrimpf2019cosyne}
\publication{2018}{schrimpf2018ccn}
\publication{2016}{schrimpf2016}
}
%----------------------------------------------------------------------------------------
% PREPRINTS
%----------------------------------------------------------------------------------------
\newcommand{\preprints}{%
\publication{2022}{DapelloKar2022}
\publication{2021}{Marques2021}
\publication{2019}{Jozwik2019primatehuman}
\publication{2018}{arend2018single}
\publication{2018}{schrimpf2018b}
\publication{2017}{cheney2017robustness}
}
%----------------------------------------------------------------------------------------
% PRESENTATIONS
%----------------------------------------------------------------------------------------
\newcommand{\presentations}{%
\presentation% invited
{% 1: Time
2022 % Oct 05
}{% 2: Organisation
WorldWideNeuro SNUFA
}{% 3: Description
Building System Models of Brain-Like Visual Intelligence with Brain-Score
}
\presentation% invited
{% 1: Time
2022 % Sep 12
}{% 2: Organisation
MPI, Kornfeld lab
}{% 3: Description
De-supervising neural network models of the primate ventral stream
}
\presentation% invited
{% 1: Time
2022 % May 13
}{% 2: Organisation
Tenyx
}{% 3: Description
Advancing System Models of Human Intelligence via Integrative Benchmarking
}
\presentation% invited
{% 1: Time
2022 % April 28
}{% 2: Organisation
EPFL
}{% 3: Description
Advancing System Models of Human Intelligence via Integrative Benchmarking
}
\presentation% invited
{% 1: Time
2022 % April 06
}{% 2: Organisation
Erlangen AI meetup
}{% 3: Description
Artificial Neural Networks Converge to Brain Like Processing in Vision and Language
}
\presentation% invited
{% 1: Time
2022 % March 11
}{% 2: Organisation
MIT, BCS interviews
}{% 3: Description
Advancing System Models of Brain Processing via Integrative Benchmarking
}
\presentation% invited
{% 1: Time
2021 % Sep 16
}{% 2: Organisation
MIT, Fiete lab
}{% 3: Description
Topographic Neural Networks Predict the Behavioral Effects of Causal Perturbations in Primate IT Cortex
}
\presentation% invited
{% 1: Time
2021 % Jul 05
}{% 2: Organisation
Telluride Workshop % https://sites.google.com/view/tellurideneuromorphic2021
}{% 3: Description
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs
}
\presentation% invited
{% 1: Time
2021 % May 27
}{% 2: Organisation
MIT, Yang lab
}{% 3: Description
Integrative Neurally-Mechanistic Models of Primate Visual Object Recognition
}
\presentation% invited
{% 1: Time
2021 % May 20
}{% 2: Organisation
Stanford University, NLP seminar
}{% 3: Description
The neural architecture of language: Integrative modeling converges on predictive processing
}
\presentation% invited
{% 1: Time
2021 % Mar 2021
}{% 2: Organisation
MIT, Saxe Lab
}{% 3: Description
The neural architecture of language: Integrative modeling converges on predictive processing
}
\presentation% invited
{% 1: Time
2020 % Dec 1, 2020
}{% 2: Organisation
GDR TAL, France NLP % annual national NLP meeting in France: Automatic Language Processing and Cognitive Sciences https://gdr-tal.ls2n.fr/
}{% 3: Description
The neural architecture of language: Integrative modeling converges on predictive processing
}
\presentation% invited
{% 1: Time
2020 % May 22
}{% 2: Organisation
MIT, Kanwisher Lab
}{% 3: Description
The neural architecture of language: Integrative modeling converges on predictive processing
}
\presentation% invited
{% 1: Time
2020 % Jan 22, 2020
}{% 2: Organisation
Brown University, Serre lab
}{% 3: Description
Integrative Benchmarking with Brain-Score to Build Brain-Like Neural Models of Object Recognition
}
\presentation% invited
{% 1: Time
2020 % Mar 02, 2020
}{% 2: Organisation
Cosyne Workshop: Decision Making
}{% 3: Description
Brain-Score
}
\presentation% invited
{% 1: Time
2020 % Mar 03, 2020
}{% 2: Organisation
Cosyne Workshop: Neural Networks and the Brain % Closing the Gap between
}{% 3: Description
Brain-Score: a collaborative platform for evaluating models of vision
}
\presentation% invited
{% 1: Time
2019 % Oct 29, 2019
}{% 2: Organisation
MIT, BCS Cog Lunch
}{% 3: Description
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs
}
\presentation% invited
{% 1: Time
2019 % Sep 18, 2019
}{% 2: Organisation
IBM, AI Week%, Neuro-Symbolic Computation and Machine Common Sense
%author={Schrimpf*, Martin and Kubilius*, Jonas and DiCarlo, James J.},
}{% 3: Description
Towards a synthetic, photorealistic replacement of ImageNet
}
\presentation%
{% 1: Time
2019 % Mar 07, 2019
}{% 2: Organisation
Center for Brain-Inspired Computing (C-BRIC)
%author={Schrimpf*, Martin and Kubilius*, Jonas and DiCarlo, James J.},
}{% 3: Description
Brain-Score: Which Artificial Neural Network for Object Recognition is most Brain-Like?
}
\presentation%
{% 1: Time
2019 % Feb 12
}{% 2: Organisation
Center for Brains, Minds and Machines (CBMM; MIT/Harvard)
}{% 3: Description
Transforming machine learning models into brain models
}
\presentation%
{% 1: Time
2018 % Feb
}{% 2: Organisation
MIT, Tenenbaum Lab
}{% 3: Description
A Flexible Approach to Automated RNN Architecture Generation
}
\presentation%
{% 1: Time
2016 % Oct
}{% 2: Organisation
Harvard Medical School, Systems Club
}{% 3: Description
Recurrent computations for pattern completion
}
}
%----------------------------------------------------------------------------------------
% GRANTS
%----------------------------------------------------------------------------------------
\newcommand{\grants}{%
\block
{% 1: Time frame start
2020 % November
}{% 2: Time frame end
}{% 3: Activity
MIT
}{% 4: Organisation
NSF CRCNS
}{% 5: Description
%Automated model search on Brain-Score
}{% 6: Technologies
}
% \block% not funded
% {% 1: Time frame start
% 2020 % August
% }{% 2: Time frame end
% }{% 3: Activity
% MIT
% }{% 4: Organisation
% Merck Next generation machine learning % https://www.emdgroup.com/en/research/open-innovation/2020-research-grants.html
% }{% 5: Description
% %Brain-Score, CORnet, VOneNet ++
% }{% 6: Technologies
% }
% \block% not funded
% {% 1: Time frame start
% 2019 % June 04
% }{% 2: Time frame end
% }{% 3: Activity
% Baylor + MIT
% }{% 4: Organisation
% UG1 (Clinical Research)
% }{% 5: Description
% % Human electrical stimulation of V1 blind patients
% }{% 6: Technologies
% }
\block
{% 1: Time frame start
2019
}{% 2: Time frame end
}{% 3: Activity
MIT
}{% 4: Organisation
ONR
}{% 5: Description
%Automated model search on Brain-Score
}{% 6: Technologies
}
\block
{% 1: Time frame start
2019
}{% 2: Time frame end
}{% 3: Activity
MIT
}{% 4: Organisation
Simons Foundation
}{% 5: Description
%Automated model search on Brain-Score
}{% 6: Technologies
}
\block%funded
{% 1: Time frame start
2019 % June 06
}{% 2: Time frame end
}{% 3: Activity
MIT + IBM
}{% 4: Organisation
IBM Large Project Proposal
}{% 5: Description
% ThreeDWorld
}{% 6: Technologies
}
\block%funded
{% 1: Time frame start
2018
}{% 2: Time frame end
}{% 3: Activity
MIT
}{% 4: Organisation
C-BRIC
}{% 5: Description
}{% 6: Technologies
}
}
%----------------------------------------------------------------------------------------
% TEACHING
%----------------------------------------------------------------------------------------
\newcommand{\teaching}{%
\block%
{% 1: Time frame start
2022 % August 4 - 25
}{% 2: Time frame end
}{% 3: Activity
}{% 4: Organisation
Brains, Minds, and Machines summer school
}{% 5: Description
Computational Models of Vision and Language
}{% 6: Technologies
}
\block%
{% 1: Time frame start
2021 % Feb - May
}{% 2: Time frame end
}{% 3: Activity
}{% 4: Organisation
Systems Neuroscience Core II (Prof. Halassa)
}{% 5: Description
Teaching Assistant / Co-Lecturer
}{% 6: Technologies
}
\block%
{% 1: Time frame start
2021 % Jan 15
}{% 2: Time frame end
}{% 3: Activity
}{% 4: Organisation
Guest Lecture, Program for Software Engineering UNA TUM LMU % Machine Learning course,
}{% 5: Description
Engineering an Artificial Biological Intelligence
}{% 6: Technologies
}
\block%
{% 1: Time frame start
2020 % Feb - May
}{% 2: Time frame end
}{% 3: Activity
}{% 4: Organisation
Systems Neuroscience Core II (Prof. Halassa)
}{% 5: Description
Teaching Assistant
}{% 6: Technologies
}
\block%
{% 1: Time frame start
2019 % fall
}{% 2: Time frame end
}{% 3: Activity
}{% 4: Organisation
Computational Cognitive Science (Prof. Tenenbaum)
% Theoretical and Computational Neuroscience Journal Club
}{% 5: Description
Teaching Assistant
}{% 6: Technologies
}
\block%
{% 1: Time frame start
2019 % 21 Aug 2019
}{% 2: Time frame end
}{% 3: Activity
}{% 4: Organisation
Harvard-MIT Computational Neuroscience Journal Club
% Theoretical and Computational Neuroscience Journal Club
}{% 5: Description
Deep Networks and PyTorch
}{% 6: Technologies
}
\block%
{% 1: Time frame start
2019 % Feb - May
}{% 2: Time frame end
}{% 3: Activity
}{% 4: Organisation
Neural Mechanisms of Cognitive Computation (Prof. Halassa)
}{% 5: Description
Teaching Assistant
}{% 6: Technologies
}
\block%
{% 1: Time frame start
2017 % Oct
}{% 2: Time frame end
}{% 3: Activity
}{% 4: Organisation
MIT BCS Peer Lectures
}{% 5: Description
Introduction to Deep Learning
}{% 6: Technologies
}
}
%----------------------------------------------------------------------------------------
% AWARDS
%----------------------------------------------------------------------------------------
\newcommand{\awards}{%
\award%
{% 1: year
2022 % awarded Oct 7
}{% 2: Title
Open Data Prize (Brain-Score) %runner-up
}{% 3: Organisation
MIT
}{% 4: Description
}
\award%
{% 1: year
2021 % awarded Nov 17
}{% 2: Title
Open Science Prize %runner-up, CAD 1,000
}{% 3: Organisation
Neuro - Irv and Helga Cooper Foundation
}{% 4: Description
}
% \award%
% {% 1: year
% 2021 % awarded Sep 6
% }{% 2: Title
% Member
% }{% 3: Organisation
% \textbf{AAAS}
% }{% 4: Description
% }
\award%
{% 1: year
2021 % awarded Aug 6
}{% 2: Title
Fellowship
}{% 3: Organisation
\textbf{McGovern Institute} % Friends of the McGovern Institute
}{% 4: Description
tuition and stipend
}
\award%
{% 1: year
2021 % June 3
}{% 2: Title
Walle Nauta Award for Continuing Dedication in Teaching % $500
}{% 3: Organisation
MIT
}{% 4: Description
}
% \award%
% {% 1: year
% 2021 % Feb/Mar
% }{% 2: Title
% nominee for the Regeneron Prize % (1 out of 2 institute-wide)
% }{% 3: Organisation
% MIT
% }{% 4: Description
% }
% \award%
% {% 1: year
% 2020
% }{% 2: Title
% Zukunftspreis (Integreat) % https://www.augsburg.de/buergerservice-rathaus/rathaus/preistraeger-und-preise/zukunftspreis
% }{% 3: Organisation
% Stadt Augsburg
% }{% 4: Description
% }
\award%
{% 1: year
2020
}{% 2: Title
Postdoc-NeT-AI Fellow
}{% 3: Organisation
DAAD
}{% 4: Description
%
}
% \award%
% % https://transformationalbusiness.live.ft.com
% {% 1: year
% 2020
% }{% 2: Title
% Excellence in Transformational Finance %+ Innovation for the Most Vulnerable and Disadvantaged
% (Integreat)
% }{% 3: Organisation
% Financial Times and IFC %International Finance Corporation
% }{% 4: Description
% winner
% }
% \award%
% {% 1: year
% 2020 % Sep
% }{% 2: Title
% nominee for the Apple fellowship % (1 out of 5 institute-wide)
% }{% 3: Organisation
% MIT
% }{% 4: Description
% }
\award%
{% 1: year
2020
}{% 2: Title
Fellowship in AI+Health
}{% 3: Organisation
\textbf{Takeda} %Pharmaceuticals
}{% 4: Description
tuition and stipend
}
% \award%
% {% 1: year
% 2019
% }{% 2: Title
% Travel Award
% }{% 3: Organisation
% NeurIPS
% }{% 4: Description
% automatic as paper author
% }
% \award%
% {% 1: year
% 2019 % Aug
% }{% 2: Title
% nominee for the Google fellowship % (1 out of 2 non-diversity spots; 4 total institute-wide)
% }{% 3: Organisation
% MIT
% }{% 4: Description
% }
\block%funded
{% 1: Time frame start
2019 % June 06
}{% 2: Time frame end
}{% 3: Activity
% MIT + IBM
}{% 4: Organisation
\textbf{Grant: IBM ThreeDWorld}
}{% 5: Description
% ThreeDWorld, Large Project Proposal
}{% 6: Technologies
}
\award%
{% 1: year
2019
}{% 2: Title
Shoemaker Fellowship % Hubert J P
}{% 3: Organisation
MIT
}{% 4: Description
tuition and stipend
}
\award%
% https://impactchallenge.withgoogle.com/deutschland2018/charities/digital-factory
{% 1: year
2019
}{% 2: Title
Travel award
}{% 3: Organisation
McGovern Institute % Patrick J. McGovern
}{% 4: Description
travel scholarship
%USD 1,000
}
\block%funded
{% 1: Time frame start
2018
}{% 2: Time frame end
}{% 3: Activity
% MIT DiCarlo lab
}{% 4: Organisation
\textbf{Grant: C-BRIC brain-inspired neural network models}
}{% 5: Description
% Semiconductor Research Corporation (SRC)
}{% 6: Technologies
}
\award%
% https://impactchallenge.withgoogle.com/deutschland2018/charities/digital-factory
{% 1: year
2018
}{% 2: Title
Impact Challenge (Integreat)
}{% 3: Organisation
\textbf{Google.org}
}{% 4: Description
finalist, 250,000\euro{}
}
\award%
{% 1: year
2017
}{% 2: Title
Singleton Fellowship % Henry E.
}{% 3: Organisation
MIT
}{% 4: Description
tuition and stipend % 67705 + 35700
}
\award%
% https://eu-youthaward.org/winning-project/integreat/
% https://www.facebook.com/EuropeanYouthAward/photos/a.179440182233854.1073741828.173261352851737/834546526723213/?type=3&theater
{% 1: year
2017
}{% 2: Title
European Youth Award (Integreat)
}{% 3: Organisation
Council of Europe
}{% 4: Description
winner
}
% \award%
% {% 1: year
% 2017
% }{% 2: Title
% Social Impact Award (Integreat)
% }{% 3: Organisation
% TUM School of Management
% }{% 4: Description
% competition winner
% }
\award%
{% 1: year
2016
}{% 2: Title
FITweltweit