Lukas Neumann
8 papers · 2013–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Research topics
Computer Vision
(4)
Machine Learning
(4)
Artificial Intelligence
(3)
Analysis
(3)
Core AI Β· Artificial Intelligence
(3)
Deep Learning
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Types
(2)
Optimization & Theory Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Application Areas
(1)
Architectures
(1)
Core AI Β· Computer Vision
(1)
Keywords
self-supervised learning
(2)
character recognition
(2)
neural architecture search
(2)
image classification
(2)
monocular depth estimation
(1)
object detection
(1)
feature extraction
(1)
model architecture
(1)
domain adaptation
(1)
trajectory prediction
(1)
autonomous driving
(1)
pseudo label
(1)
scene text detection
(1)
fisher information
(1)
convolutional network
(1)
network architecture
(1)
search algorithm
(1)
transformer architecture
(1)
keypoint detection
(1)
model compression
(1)
Papers
Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between
WACV 2026
MonoSOWA: Scalable Monocular 3D Object Detector Without Human Annotations
ICCV 2025
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights
CVPR 2025
TCC-Det: Temporarily consistent cues for weakly-supervised 3D detection
ECCV 2024
Pedestrian and Ego-Vehicle Trajectory Prediction From Monocular Camera
CVPR 2021
Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework
ICCV 2017
FASText: Efficient Unconstrained Scene Text Detector
ICCV 2015
Scene Text Localization and Recognition with Oriented Stroke Detection
ICCV 2013