Roland Vollgraf
9 papers · 2017–2023 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π Conference Polyglot Β· Silver
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Natural Language Processing
(4)
Core Methods
(3)
Models
(3)
Resources & Methods
(3)
Artificial Intelligence
(2)
Applications
(2)
Architectures
(2)
Learning Types
(2)
Understanding
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Application Areas
(1)
Keywords
sequence labeling
(3)
multivariate time series
(2)
word embedding
(2)
autoregressive model
(2)
text classification
(2)
named entity recognition
(2)
probabilistic forecasting
(2)
parallel corpus
(1)
domain adaptation
(1)
image generation
(1)
cross-lingual transfer
(1)
annotation projection
(1)
machine translation
(1)
linguistic annotation
(1)
transfer learning
(1)
score matching
(1)
markov chain
(1)
knowledge distillation
(1)
time series forecasting
(1)
texture synthesis
(1)
Papers
KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce
ACL 2023
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting
ICML 2021
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
ICLR 2021
Task-Aware Representation of Sentences for Generic Text Classification
COLING 2020
FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP
NAACL 2019
Pooled Contextualized Embeddings for Named Entity Recognition
NAACL 2019
Contextual String Embeddings for Sequence Labeling
COLING 2018
Learning Texture Manifolds with the Periodic Spatial GAN
ICML 2017
The Projector: An Interactive Annotation Projection Visualization Tool
EMNLP 2017