Sascha Lange

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 7

Top Venues

ESANN

EPIA

IDEAL

Ind. Artif. Intell.

University of Osnabrück (PHD)

Education History

University of Osnabrück

PHD

Publications

Anja Witte, Sascha Lange, Christian Lins
Masked autoencoder: influence of self-supervised pretraining on object segmentation in industrial images. Ind. Artif. Intell. 2 (1) (2024)
Sebastian Hoch, Sascha Lange, Janis Keuper
Sample efficient localization and stage prediction with autoencoders. ESANN (2021)
Dalila Durães, Flávio Arthur O. Santos, Francisco Supino Marcondes, Sascha Lange, José Machado
Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets. EPIA (2021)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Niklas Hammerschmidt, Sascha Lange, José Machado, Paulo Novais
In-Car Violence Detection Based on the Audio Signal. IDEAL (2021)
Flávio Arthur O. Santos, Dalila Durães, Francisco Supino Marcondes, Sascha Lange, José Machado, Paulo Novais
Efficient Violence Detection Using Transfer Learning. PAAMS (Workshops) (2021)
Philipp Andreas Hummel, Frank Jäkel, Sascha Lange, Roland Mertelsmann
A Textual Recommender System for Clinical Data. ICCBR (2018)
Wolfgang Groß, Sascha Lange, Joschka Bödecker, Manuel Blum
Predicting Time Series with Space-Time Convolutional and Recurrent Neural Networks. ESANN (2017)
João Alves, José Neves, Sascha Lange, Martin A. Riedmiller
Improvement of a Web Browser Game Through the Knowledge Extracted from Player Behavior. KICSS (2013)
Sascha Lange, Martin A. Riedmiller, Arne Voigtländer
Autonomous reinforcement learning on raw visual input data in a real world application. IJCNN (2012)
Jan Mattner, Sascha Lange, Martin A. Riedmiller
Learn to Swing Up and Balance a Real Pole Based on Raw Visual Input Data. ICONIP (5) (2012)
Andreas Witsch, Roland Reichle, Kurt Geihs, Sascha Lange, Martin A. Riedmiller
Enhancing the episodic natural actor-critic algorithm by a regularisation term to stabilize learning of control structures. ADPRL (2011)
Sascha Lange, Martin A. Riedmiller
Deep auto-encoder neural networks in reinforcement learning. IJCNN (2010)
Sascha Lange, Martin A. Riedmiller
Deep learning of visual control policies. ESANN (2010)
Martin Lauer, Roland Hafner, Sascha Lange, Martin A. Riedmiller
Cognitive concepts in autonomous soccer playing robots. Cogn. Syst. Res. 11 (3) (2010)
Tim C. Kietzmann, Sascha Lange, Martin A. Riedmiller
Computational object recognition: a biologically motivated approach. Biol. Cybern. 100 (1) (2009)
Martin A. Riedmiller, Thomas Gabel, Roland Hafner, Sascha Lange
Reinforcement learning for robot soccer. Auton. Robots 27 (1) (2009)
Martin A. Riedmiller, Roland Hafner, Sascha Lange, Martin Lauer
Learning to dribble on a real robot by success and failure. ICRA (2008)
Tim C. Kietzmann, Sascha Lange, Martin A. Riedmiller
Incremental GRLVQ: Learning relevant features for 3D object recognition. Neurocomputing 71 (13-15) (2008)
Arne Voigtländer, Sascha Lange, Martin Lauer, Martin A. Riedmiller
Real-time 3D Ball Recognition using Perspective and Catadioptric Cameras. EMCR (2007)
Heiko Müller, Martin Lauer, Roland Hafner, Sascha Lange, Artur Merke, Martin A. Riedmiller
Making a Robot Learn to Play Soccer Using Reward and Punishment. KI (2007)
Sascha Lange, Martin A. Riedmiller
Appearance-Based Robot Discrimination Using Eigenimages. RoboCup (2006)
Martin A. Riedmiller, Thomas Gabel, Roland Hafner, Sascha Lange, Martin Lauer
Die Brainstormers: Entwurfsprinzipien lernfähiger autonomer Roboter. Inform. Spektrum 29 (3) (2006)
Martin Lauer, Sascha Lange, Martin A. Riedmiller
Calculating the Perfect Match: An Efficient and Accurate Approach for Robot Self-localization. RoboCup (2005)
Martin Lauer, Sascha Lange, Martin A. Riedmiller
Modeling Moving Objects in a Dynamically Changing Robot Application. KI (2005)
Sascha Lange, Martin A. Riedmiller
Evolution of Computer Vision Subsystems in Robot Navigation and Image Classification Tasks. RoboCup (2004)

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Publication Activity (10 Years)

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Sascha Lange