Markus Hiller

21 papers A* 3A 1C 2Misc 1Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Zero-Shot Performance Prediction for Probabilistic Scaling Laws.
CoRR
Viktoria Schram, Markus Hiller, Daniel Beck, Trevor Cohn
2024 A* conf
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers.
NeurIPS
Markus Hiller, Krista A. Ehinger, Tom Drummond
2024 J jnl
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers.
CoRR
Markus Hiller, Krista A. Ehinger, Tom Drummond
2023 J jnl
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers.
IEEE Trans. Pattern Anal. Mach. Intell.
Tianyu Zhu, Markus Hiller, Mahsa Ehsanpour, Rongkai Ma, Tom Drummond, Ian D. Reid, Hamid Rezatofighi
2022 A* conf
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation.
NeurIPS
Markus Hiller, Mehrtash Harandi, Tom Drummond
2022 J jnl
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation.
CoRR
Markus Hiller, Mehrtash Harandi, Tom Drummond
2022 A* conf
Rethinking Generalization in Few-Shot Classification.
NeurIPS
Markus Hiller, Rongkai Ma, Mehrtash Harandi, Tom Drummond
2022 J jnl
Rethinking Generalization in Few-Shot Classification.
CoRR
Markus Hiller, Rongkai Ma, Mehrtash Harandi, Tom Drummond
2021 J jnl
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers.
CoRR
Tianyu Zhu, Markus Hiller, Mahsa Ehsanpour, Rongkai Ma, Tom Drummond, Hamid Rezatofighi
2020 J jnl
Learning Topometric Semantic Maps from Occupancy Grids.
CoRR
Markus Hiller, Chen Qiu, Florian Particke, Christian Hofmann, Jörn Thielecke
2019 — conf
6DoF Pose-Estimation Pipeline for Texture-less Industrial Components in Bin Picking Applications.
ECMR
Andreas Blank, Markus Hiller, Siyi Zhang, Alexander Leser, Maximilian Metzner, Markus Lieret, Jörn Thielecke, Jörg Franke
2019 — conf
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)
Adam Kalisz, Florian Particke, Dominik Penk, Markus Hiller, Jörn Thielecke
2019 — conf
Efficient Localization Using Radio-Based Sensors and Odometry.
IRC
Ahmad Amin Kharboutli, Markus Hiller, Florian Particke, Thorsten Nowak, Jörn Thielecke, Markus Hartmann
2019 A conf
Learning Topometric Semantic Maps from Occupancy Grids.
IROS
Markus Hiller, Chen Qiu, Florian Particke, Christian Hofmann, Jörn Thielecke
2019 — conf
Neural Network Aided Potential Field Approach For Pedestrian Prediction.
SDF
Florian Particke, Jiaren Zhou, Markus Hiller, Christian Hofmann, Jörn Thielecke
2019 — conf
Object Detection, Classification and Localization by Infrastructural Stereo Cameras.
VISIGRAPP (5: VISAPP)
Christian Hofmann, Florian Particke, Markus Hiller, Jörn Thielecke
2019 C conf
Systematic Analysis of the PMBM, PHD, JPDA and GNN Multi-Target Tracking Filters.
FUSION
Julian Smith, Florian Particke, Markus Hiller, Jörn Thielecke
2018 C conf
Entropy-Based Intention Change Detection with a Multi-Hypotheses Filter.
FUSION
Florian Particke, Christian Hofmann, Markus Hiller, Henrik Bey, Christian Feist, Jörn Thielecke
2018 — conf
Improvements in pedestrian movement prediction by considering multiple intentions in a Multi-Hypotheses filter.
PLANS
Florian Particke, Markus Hiller, Christian Feist, Jörn Thielecke
2018 Misc conf
Systematic Analysis of Direct Sparse Odometry.
DICTA
Florian Particke, Adam Kalisz, Christian Hofmann, Markus Hiller, Henrik Bey, Jörn Thielecke
2017 — conf
Multiple intention tracking by a generalizec potential field approach.
SDF
Florian Particke, Markus Hiller, Lucila Patino-Studencki, Christoph Sippl, Christian Feist, Jörn Thielecke