Alexander Liniger
10 papers · 2021–2023 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Diamond π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird ποΈ Keyword Collector (56)
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(6)
Machine Learning
(6)
Analysis
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Architectures
(4)
Core AI
(4)
Domain-Specific
(4)
Optimization & Theory
(3)
Reinforcement Learning
(2)
Core Methods
(2)
Methods
(2)
Computer Science
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Keywords
motion prediction
(2)
bird's eye view
(2)
autonomous driving
(2)
transformer architecture
(1)
3d reconstruction
(1)
semantic segmentation
(1)
multi-agent reinforcement learning
(1)
game theory
(1)
scene understanding
(1)
lane detection
(1)
model predictive control
(1)
depth estimation
(1)
monocular depth estimation
(1)
imitation learning
(1)
neural network compression
(1)
ising model
(1)
discrete optimization
(1)
multi-object tracking
(1)
3d object detection
(1)
feature alignment
(1)
Papers
Improving Online Lane Graph Extraction by Object-Lane Clustering
ICCV 2023
Real-Time Motion Prediction via Heterogeneous Polyline Transformer with Relative Pose Encoding
NeurIPS 2023
Adiabatic Quantum Computing for Multi Object Tracking
CVPR 2022
Deep Interactive Motion Prediction and Planning: Playing Games with Motion Prediction Models
L4DC 2022
P3Depth: Monocular Depth Estimation With a Piecewise Planarity Prior
CVPR 2022
Topology Preserving Local Road Network Estimation From Single Onboard Camera Image
CVPR 2022
Competitive policy optimization
UAI 2021
End-to-End Urban Driving by Imitating a Reinforcement Learning Coach
ICCV 2021
Spectral Tensor Train Parameterization of Deep Learning Layers
AISTATS 2021
Structured Bird's-Eye-View Traffic Scene Understanding From Onboard Images
ICCV 2021