Markus Hiller

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Spatial And Temporal

Top Venues

VISIGRAPP (5: VISAPP)

Publications

Markus Hiller, Krista A. Ehinger, Tom Drummond
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers. CoRR (2024)
Tianyu Zhu, Markus Hiller, Mahsa Ehsanpour, Rongkai Ma, Tom Drummond, Ian D. Reid, Hamid Rezatofighi
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Markus Hiller, Mehrtash Harandi, Tom Drummond
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation. CoRR (2022)
Markus Hiller, Rongkai Ma, Mehrtash Harandi, Tom Drummond
Rethinking Generalization in Few-Shot Classification. CoRR (2022)
Markus Hiller, Rongkai Ma, Mehrtash Harandi, Tom Drummond
Rethinking Generalization in Few-Shot Classification. NeurIPS (2022)
Markus Hiller, Mehrtash Harandi, Tom Drummond
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation. NeurIPS (2022)
Tianyu Zhu, Markus Hiller, Mahsa Ehsanpour, Rongkai Ma, Tom Drummond, Hamid Rezatofighi
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers. CoRR (2021)
Markus Hiller, Chen Qiu, Florian Particke, Christian Hofmann, Jörn Thielecke
Learning Topometric Semantic Maps from Occupancy Grids. CoRR (2020)
Ahmad Amin Kharboutli, Markus Hiller, Florian Particke, Thorsten Nowak, Jörn Thielecke, Markus Hartmann
Efficient Localization Using Radio-Based Sensors and Odometry. IRC (2019)
Andreas Blank, Markus Hiller, Siyi Zhang, Alexander Leser, Maximilian Metzner, Markus Lieret, Jörn Thielecke, Jörg Franke
6DoF Pose-Estimation Pipeline for Texture-less Industrial Components in Bin Picking Applications. ECMR (2019)
Julian Smith, Florian Particke, Markus Hiller, Jörn Thielecke
Systematic Analysis of the PMBM, PHD, JPDA and GNN Multi-Target Tracking Filters. FUSION (2019)
Christian Hofmann, Florian Particke, Markus Hiller, Jörn Thielecke
Object Detection, Classification and Localization by Infrastructural Stereo Cameras. VISIGRAPP (5: VISAPP) (2019)
Markus Hiller, Chen Qiu, Florian Particke, Christian Hofmann, Jörn Thielecke
Learning Topometric Semantic Maps from Occupancy Grids. IROS (2019)
Adam Kalisz, Florian Particke, Dominik Penk, Markus Hiller, Jörn Thielecke
B-SLAM-SIM: A Novel Approach to Evaluate the Fusion of Visual SLAM and GPS by Example of Direct Sparse Odometry and Blender. VISIGRAPP (5: VISAPP) (2019)
Florian Particke, Jiaren Zhou, Markus Hiller, Christian Hofmann, Jörn Thielecke
Neural Network Aided Potential Field Approach For Pedestrian Prediction. SDF (2019)
Florian Particke, Christian Hofmann, Markus Hiller, Henrik Bey, Christian Feist, Jörn Thielecke
Entropy-Based Intention Change Detection with a Multi-Hypotheses Filter. FUSION (2018)
Florian Particke, Markus Hiller, Christian Feist, Jörn Thielecke
Improvements in pedestrian movement prediction by considering multiple intentions in a Multi-Hypotheses filter. PLANS (2018)
Florian Particke, Adam Kalisz, Christian Hofmann, Markus Hiller, Henrik Bey, Jörn Thielecke
Systematic Analysis of Direct Sparse Odometry. DICTA (2018)
Florian Particke, Markus Hiller, Lucila Patino-Studencki, Christoph Sippl, Christian Feist, Jörn Thielecke
Multiple intention tracking by a generalizec potential field approach. SDF (2017)