Heiko Neumann
5 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(4)
Analysis
(4)
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Keywords
representation learning
(1)
feature learning
(1)
action recognition
(1)
approximate inference
(1)
pose estimation
(1)
scene understanding
(1)
belief propagation
(1)
self-supervised learning
(1)
multimodal learning
(1)
human pose estimation
(1)
loopy belief propagation
(1)
activity recognition
(1)
robot manipulation
(1)
fine-grained recognition
(1)
latent variable model
(1)
variational autoencoder
(1)
instance query
(1)
bilinear pooling
(1)
encoder-decoder network
(1)
conditional variational autoencoder
(1)
Papers
Temporal Context Enhanced Referring Video Object Segmentation
WACV 2024
Learning Dense Visual Descriptors using Image Augmentations for Robot Manipulation Tasks
CoRL 2022
Generating 3D People in Scenes Without People
CVPR 2020
Local Temporal Bilinear Pooling for Fine-Grained Action Parsing
CVPR 2019
On Stacking Probabilistic Temporal Models with Bidirectional Information Flow
PGM 2016