Stephan Liwicki
8 papers · 2014–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Renaissance Researcher
(6)
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(4)
memory model
(3)
recurrent neural network
(3)
partially observable markov decision process
(3)
benchmark suite
(1)
function approximation
(1)
multimodal learning
(1)
autonomous driving
(1)
point cloud
(1)
visual navigation
(1)
object tracking
(1)
iterative refinement
(1)
model-based reinforcement learning
(1)
shape recognition
(1)
distributed training
(1)
euclidean distance
(1)
invariant feature learning
(1)
partially observable environment
(1)
convolutional neural network
(1)
world model
(1)
Papers
DiaLoc: An Iterative Approach to Embodied Dialog Localization
CVPR 2024
ReCoRe: Regularized Contrastive Representation Learning of World Model
CVPR 2024
Recurrent Reinforcement Learning with Memoroids
NeurIPS 2024
POPGym: Benchmarking Partially Observable Reinforcement Learning
ICLR 2023
Reinforcement Learning with Fast and Forgetful Memory
NeurIPS 2023
Modeling Partially Observable Systems using Graph-Based Memory and Topological Priors
L4DC 2022
Orientation-Aware Semantic Segmentation on Icosahedron Spheres
ICCV 2019
Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations
CVPR 2014