339 citations
- University of PotsdamDE102 papers
- Karlsruhe Institute of TechnologyDE9 papers
- Technische Universität BerlinDE8 papers
- École PolytechniqueFR6 papers
- Humboldt-Universität zu BerlinDE6 papers
- Icahn School of Medicine at Mount SinaiUS5 papers
- Laboratoire d'Informatique de l'École PolytechniqueFR5 papers
- The University of AdelaideAU5 papers
- University of TwenteNL5 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Institut Polytechnique de ParisFR4 papers
- Charité - Universitätsmedizin BerlinDE3 papers
37 papers · 1 filter
LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks
Christian Bartz, Haojin Yang, Joseph Bethge +1
Recently, deep neural networks have achieved remarkable performance on the task of object detection and recognition. The reason for this success is mainly grounded in the availabil…
Pareto Optimization for Subset Selection with Dynamic Cost Constraints
Vahid Roostapour, Aneta Neumann, Frank Neumann +1
We consider the subset selection problem for function with constraint bound that changes over time. Within the area of submodular optimization, various greedy approaches ar…
Learning Latent Dynamics for Planning from Pixels
Danijar Hafner, Timothy Lillicrap, Ian Fischer +4
Planning has been very successful for control tasks with known environment dynamics. To leverage planning in unknown environments, the agent needs to learn the dynamics from intera…
Effects of Automated Interventions in Programming Assignments: Evidence from a Field Experiment
Ralf Teusner, Thomas Hille, Thomas Staubitz
A typical problem in MOOCs is the missing opportunity for course conductors to individually support students in overcoming their problems and misconceptions. This paper presents th…
Taking Informed Action on Student Activity in MOOCs
Ralf Teusner, Kai-Adrian Rollmann, Jan Renz
This paper presents a novel approach to understand specific student behavior in MOOCs. Instructors currently perceive participants only as one homogeneous group. In order to improv…
Aspects on Finding the Optimal Practical Programming Exercise for MOOCs
Ralf Teusner, Thomas Hille, Christiane Hagedorn
Massive Open Online Courses (MOOCs) focus on manifold subjects, ranging from social sciences over languages to technical skills, and use different means to train the respective ski…