Lukáš Neumann

Czech Technical University in Prague — Czech Republic

Computer Science · Physical Sciences

18h-index4.8kcitations43works1.02yr avg
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Research Topics

Handwritten Text Recognition Techniques(18), Image Retrieval and Classification Techniques(14), Video Surveillance and Tracking Methods(10), Advanced Image and Video Retrieval Techniques(8), Advanced Vision and Imaging(6)

Publications43 total

Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between
arXiv (Cornell University)·2025Open Access
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights
2025
Weightless neural network training and inferencing over encrypted data
2025Open Access
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights
arXiv (Cornell University)·2025Open Access
MonoSOWA: Scalable monocular 3D Object detector Without human Annotations
arXiv (Cornell University)·2025Open Access
WildFusion: Individual Animal Identification with Calibrated Similarity Fusion
Lecture notes in computer science·2025· 4 cited
Animal Identification with Independent Foreground and Background Modeling
Lecture notes in computer science·2025· 4 cited
TCC-Det: Temporarily Consistent Cues for Weakly-Supervised 3D Detection
Lecture notes in computer science·2024
WildFusion: Individual Animal Identification with Calibrated Similarity Fusion
arXiv (Cornell University)·2024· 2 citedOpen Access
Animal Identification with Independent Foreground and Background Modeling
arXiv (Cornell University)·2024Open Access
Lifting 2D Object Locations to 3D by Discounting LiDAR Outliers across Objects and Views
2022 International Conference on Robotics and Automation (ICRA)·2022· 8 cited
Lifting 2D Object Locations to 3D by Discounting LiDAR Outliers across Objects and Views
arXiv (Cornell University)·2021Open Access
Real Time Monocular Vehicle Velocity Estimation using Synthetic Data
2021Open Access
Pedestrian and Ego-vehicle Trajectory Prediction from Monocular Camera
2021· 40 cited
Calibrating Self-supervised Monocular Depth Estimation
arXiv (Cornell University)·2020· 3 citedOpen Access
Monocular Depth Estimation with Self-supervised Instance Adaptation
arXiv (Cornell University)·2020· 20 citedOpen Access
Towards Learning 3d Object Detection and 6d Pose Estimation from Synthetic Data
2019· 5 cited
Future Event Prediction: If and When
2019· 32 cited
Tiny People Pose
Lecture notes in computer science·2019· 23 cited
NightOwls: A Pedestrians at Night Dataset
Lecture notes in computer science·2019· 97 cited
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Frequent Co-authors

Jiřı́ Matas(21), Andrea Vedaldi(10), W. M. Schlingman(6), Robert McCraith(5), Andrew Zisserman(4), Lukáš Picek(4), Ondřej Týbl(3), D. C. Leonard(3), Katherine B. Follette(3), Patrick Sheehan(3), D. D. McCarthy(3), John Moustakas(3), Aliza G. Beverage(3), W. Chavez(3), Andrew J. Fox(3), E. Glad(3), Zenzi M. Griffin(3), J. Griggs(3), K. Hart(3), A. Holt(3)