Search Results for author: Chen Qiu

Found 4 papers, 2 papers with code

Neural Transformation Learning for Deep Anomaly Detection Beyond Images

no code implementations30 Mar 2021 Chen Qiu, Timo Pfrommer, Marius Kloft, Stephan Mandt, Maja Rudolph

Data transformations (e. g. rotations, reflections, and cropping) play an important role in self-supervised learning.

Anomaly Detection Self-Supervised Learning +1

Variational Dynamic Mixtures

no code implementations20 Oct 2020 Chen Qiu, Stephan Mandt, Maja Rudolph

Deep probabilistic time series forecasting models have become an integral part of machine learning.

Probabilistic Time Series Forecasting Time Series

Learning Topometric Semantic Maps from Occupancy Grids

1 code implementation10 Jan 2020 Markus Hiller, Chen Qiu, Florian Particke, Christian Hofmann, Jörn Thielecke

Today's mobile robots are expected to operate in complex environments they share with humans.

Rewarding Coreference Resolvers for Being Consistent with World Knowledge

1 code implementation IJCNLP 2019 Rahul Aralikatte, Heather Lent, Ana Valeria Gonzalez, Daniel Hershcovich, Chen Qiu, Anders Sandholm, Michael Ringaard, Anders Søgaard

Unresolved coreference is a bottleneck for relation extraction, and high-quality coreference resolvers may produce an output that makes it a lot easier to extract knowledge triples.

Relation Extraction

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