Sven Behnke
18 papers · 2013–2026 · 10 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (34) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🗃️
Keyword Collector
(86)
📈
Trend Setter
🌈
Renaissance Researcher
(6)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(8)
Machine Learning
(8)
Artificial Intelligence
(6)
Analysis
(6)
Core AI
(6)
Deep Learning
(4)
Learning Types
(4)
Optimization & Theory
(4)
Reinforcement Learning
(3)
Robotics
(3)
Architectures
(3)
Capabilities
(3)
Generation
(3)
Natural Language Processing
(2)
Application Areas
(2)
Keywords
object-centric
(2)
permutohedral lattice
(2)
latent dynamics
(2)
zero-shot learning
(1)
path planning
(1)
structured prediction
(1)
image generation
(1)
gradient-based optimization
(1)
video prediction
(1)
self-supervised learning
(1)
data augmentation
(1)
named entity recognition
(1)
depth estimation
(1)
visual explanation
(1)
motion transfer
(1)
relational reasoning
(1)
3d human pose estimation
(1)
fine-grained recognition
(1)
convolutional neural network
(1)
sequence labeling
(1)
Papers
Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation
AAAI 2026
Feature-Preserving Mesh Decimation for Normal Integration
CVPR 2025
LiLMaps: Learnable Implicit Language Maps
WACV 2025
PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning
ICML 2025
SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels
ICML 2025
FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance Head-pose and Facial Expression Features
CVPR 2024
PermutoSDF: Fast Multi-View Reconstruction With Implicit Surfaces Using Permutohedral Lattices
CVPR 2023
FaDIV-Syn: Fast Depth-Independent View Synthesis using Soft Masks and Implicit Blending
RSS 2022
Neural Strands: Learning Hair Geometry and Appearance from Multi-View Images
ECCV 2022
Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling
ACL 2021
Real-Time Multi-View 3D Human Pose Estimation using Semantic Feedback to Smart Edge Sensors
RSS 2021
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices
RSS 2020
NAT: Noise-Aware Training for Robust Neural Sequence Labeling
ACL 2020
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks
CVPR 2019
SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences
ICCV 2019
Value Iteration Networks on Multiple Levels of Abstraction
RSS 2019
pystruct - Learning Structured Prediction in Python
JMLR 2014
Hierarchical Object Discovery and Dense Modelling from Motion Cues in RGB-D Video
IJCAI 2013