Oscar Koller
9 papers · 2014–2023 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (21)
🧭
Keyword Pioneer
📈
Trend Setter
Top co-authors
Research topics
Computer Vision
(7)
Deep Learning
(6)
Machine Learning
(5)
Natural Language Processing
(5)
Analysis
(5)
Applications
(5)
Artificial Intelligence
(4)
Processing
(4)
Architectures
(3)
Core AI · Computer Vision
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Core Methods
(2)
Learning Paradigms
(1)
Keywords
sign language translation
(5)
sign language recognition
(5)
machine translation
(3)
video processing
(3)
video understanding
(2)
convolutional neural network
(2)
pose estimation
(2)
multimodal learning
(2)
weakly supervised learning
(2)
activity recognition
(1)
connectionist temporal classification
(1)
low-resource language
(1)
hidden markov model
(1)
sequence-to-sequence learning
(1)
recurrent neural network
(1)
language model
(1)
pre-trained model
(1)
end-to-end learning
(1)
gesture recognition
(1)
data cleaning
(1)
Papers
Findings of the Second WMT Shared Task on Sign Language Translation (WMT-SLT23)
EMNLP 2023
Clean Text and Full-Body Transformer: Microsoft’s Submission to the WMT22 Shared Task on Sign Language Translation
EMNLP 2022
Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22)
EMNLP 2022
Sign Language Transformers: Joint End-to-End Sign Language Recognition and Translation
CVPR 2020
Neural Sign Language Translation
CVPR 2018
Re-Sign: Re-Aligned End-To-End Sequence Modelling With Deep Recurrent CNN-HMMs
CVPR 2017
SubUNets: End-To-End Hand Shape and Continuous Sign Language Recognition
ICCV 2017
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data Is Continuous and Weakly Labelled
CVPR 2016
Sign Spotting using Hierarchical Sequential Patterns with Temporal Intervals
CVPR 2014