Lea Schumann

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All published works

Action	Title	Year	Authors
+ PDF Chat	A Physiologically-Adapted Gold Standard for Arousal during Stress	2021	Alice Baird Lukas Stappen Lukas Christ Lea Schumann Eva-Maria Meßner Björn Schüller
+ PDF Chat	The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements	2021	Lukas Stappen Alice Baird Lea Schumann Björn Schüller
+	A Physiologically-adapted Gold Standard for Arousal During a Stress Induced Scenario	2021	Alice Baird Lukas Stappen Lukas Christ Lea Schumann Eva-Maria Meßner Björn Schüller
+	A Physiologically-Adapted Gold Standard for Arousal during Stress	2021	Alice Baird Lukas Stappen Lukas Christ Lea Schumann Eva-Maria Meßner Björn Schüller
+	MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox	2021	Lukas Stappen Lea Schumann Benjamin Sertolli Alice Baird Benjamin Weigel Erik Cambria Björn Schüller
+	The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and Stress	2021	Lukas Stappen Alice Baird Lukas Christ Lea Schumann Benjamin Sertolli Eva-Maria Meßner Erik Cambria Guoying Zhao Björn Schüller
+	The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements	2021	Lukas Stappen Alice Baird Lea Schumann Björn Schüller
+	A Physiologically-Adapted Gold Standard for Arousal during Stress	2021	Alice Baird Lukas Stappen Lukas Christ Lea Schumann Eva-Maria Meßner Björn Schüller
+	MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox	2021	Lukas Stappen Lea Schumann Benjamin Sertolli Alice Baird Benjamin Weigel Erik Cambria Björn Schüller
+	The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and Stress	2021	Lukas Stappen Alice Baird Lukas Christ Lea Schumann Benjamin Sertolli Eva-Maria Meßner Erik Cambria Guoying Zhao Björn Schüller
+	The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements	2021	Lukas Stappen Alice Baird Lea Schumann Björn Schüller
+	MuSe 2020 -- The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop	2020	Lukas Stappen Alice Baird Georgios Rizos Panagiotis Tzirakis Xinchen Du Felix Hafner Lea Schumann Adria Mallol-Ragolta Björn Schüller Iulia Lefter

Common Coauthors

Coauthor	Papers Together
Lukas Stappen	12
Alice Baird	12
Björn Schüller	12
Lukas Christ	6
Eva-Maria Meßner	6
Erik Cambria	5
Benjamin Sertolli	4
Guoying Zhao	2
Benjamin Weigel	2
Adria Mallol-Ragolta	1
Georgios Rizos	1
Felix Hafner	1
Ioannis Kompatsiaris	1
Xinchen Du	1
Iulia Lefter	1
Panagiotis Tzirakis	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks	2016	Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao	7
+ PDF Chat	Deep Learning Face Attributes in the Wild	2015	Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang	7
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	4
+ PDF Chat	CNN architectures for large-scale audio classification	2017	Shawn Hershey Sourish Chaudhuri Daniel P. W. Ellis Jort F. Gemmeke Aren Jansen Robert C. Moore Manoj Plakal Devin Platt Rif A. Saurous Bryan Seybold	4
+ PDF Chat	Exploring Hate Speech Detection in Multimodal Publications	2020	Raúl Gómez Jaume Gibert Lluís Gómez Dìmosthenis Karatzas	4
+ PDF Chat	Enriching Word Vectors with Subword Information	2017	Piotr Bojanowski Édouard Grave Armand Joulin Tomáš Mikolov	3
+	The Many-to-Many Mapping Between the Concordance Correlation Coefficient and the Mean Square Error	2019	Vedhas Pandit Björn Schüller	3
+	On Many-to-Many Mapping Between Concordance Correlation Coefficient and Mean Square Error.	2019	Vedhas Pandit Björn Schüller	3
+ PDF Chat	SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild	2019	Jean Kossaifi Robert Walecki Yannis Panagakis Jie Shen Maximilian Schmitt Fabien Ringeval Jing Han Vedhas Pandit Antoine Toisoul Björn Schüller	3
+	A Concordance Correlation Coefficient to Evaluate Reproducibility	1989	Liang‐In Lin	3
+	Analysing Affective Behavior in the First ABAW 2020 Competition.	2020	Dimitrios Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou	3
+ PDF Chat	Text Flow: A Unified Text Detection System in Natural Scene Images	2015	Shangxuan Tian Yifeng Pan Chang Huang Shijian Lu Kai Yu Chew Lim Tan	2
+	WIDER FACE: A Face Detection Benchmark	2015	Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+	MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos	2016	Amir Zadeh Rowan Zellers Eli Pincus Louis–Philippe Morency	2
+ PDF Chat	Multimodal Machine Learning: A Survey and Taxonomy	2018	Tadas Baltrušaitis Chaitanya Ahuja Louis‐Philippe Morency	2
+ PDF Chat	Learning Intelligent Dialogs for Bounding Box Annotation	2018	Jasper Uijlings Ksenia Konyushkova Christoph H. Lampert Vittorio Ferrari	2
+ PDF Chat	Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond	2019	Dimitrios Kollias Panagiotis Tzirakis Mihalis A. Nicolaou Athanasios Papaioannou Guoying Zhao Björn Schüller Irene Kotsia Stefanos Zafeiriou	2
+ PDF Chat	Extracting Textual Overlays from Social Media Videos Using Neural Networks	2018	Adam Słucki T. P. Trzcinski Adam Bielski Paweł Cyrta	2
+ PDF Chat	Deep Audio-Visual Speech Recognition	2018	Triantafyllos Afouras Joon Son Chung Andrew Senior Oriol Vinyals Andrew Zisserman	2
+	A multimodal movie review corpus for fine-grained opinion mining	2019	Alexandre Garcia Slim Essid Florence d’Alché–Buc Chloé Clavel	2
+	On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis	2018	José Camacho-Collados Mohammad Taher Pilehvar	2
+ PDF Chat	Multi-attention Recurrent Network for Human Communication Comprehension	2018	Amir Zadeh Paul Pu Liang Soujanya Poria Prateek Vij Erik Cambria Louis‐Philippe Morency	2
+ PDF Chat	Tensor Fusion Network for Multimodal Sentiment Analysis	2017	Amir Zadeh Minghai Chen Soujanya Poria Erik Cambria Louis‐Philippe Morency	2
+	Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN	2017	Edison Marrese-Taylor Jorge Balazs Yutaka Matsuo	2
+ PDF Chat	Visual and textual sentiment analysis using deep fusion convolutional neural networks	2017	Xingyue Chen Yunhong Wang Qingjie Liu	2
+	A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews	2020	Edison Marrese-Taylor Cristián Rodríguez Jorge Balazs Stephen Jay Gould Yutaka Matsuo	2
+	Go-CaRD - Generic, Optical Car Part Recognition and Detection: Collection, Insights, and Applications.	2020	Lukas Stappen Xinchen Du Vincent Karas Stefan Müller Björn Schüller	2
+ PDF Chat	The evolution of sentiment analysis—A review of research topics, venues, and top cited papers	2017	Mika Mäntylä Daniel Graziotin Miikka Kuutila	2
+	Domain Adaptation with Joint Learning for Generic, Optical Car Part Recognition and Detection Systems (Go-CaRD)	2020	Lukas Stappen Xinchen Du Vincent Karas Stefan Müller Björn Schüller	2
+ PDF Chat	The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements	2021	Lukas Stappen Alice Baird Lea Schumann Björn Schüller	2
+	Distributed Representations of Words and Phrases and their Compositionality	2013	Tomáš Mikolov Ilya Sutskever Kai Chen Greg S. Corrado Jeffrey Dean	1
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	1
+ PDF Chat	WIDER FACE: A Face Detection Benchmark	2016	Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang	1
+	An Estimation of Online Video User Engagement from Features of Continuous Emotions.	2021	Lukas Stappen Alice Baird Michelle Lienhart Annalena Bätz Björn Schüller	1
+	Unsupervised Graph-based Topic Modeling from Video Transcriptions.	2021	Lukas Stappen Gerhard Hagerer Björn Schüller Georg Groh	1
+	A Physiologically-adapted Gold Standard for Arousal During a Stress Induced Scenario	2021	Alice Baird Lukas Stappen Lukas Christ Lea Schumann Eva-Maria Meßner Björn Schüller	1
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	1
+	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations	2019	Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut	1
+	EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions	2020	Joy Egede Siyang Song Temitayo Olugbade Chongyang Wang Amanda Williams Hongying Meng Min Hane Aung Nicholas D. Lane Michel Valstar Nadia Bianchi‐Berthouze	1
+	Introduction to Multivariate Statistical Analysis.	1959	William G. Madow T. W. Anderson	1
+	Measuring Skewness: A Forgotten Statistic?	2011	David P. Doane Lori E. Seward	1
+	An Introduction to Multivariate Statistical Analysis	1986	Robb J. Muirhead T. W. Anderson	1
+	Cross-lingual Zero- and Few-shot Hate Speech Detection Utilising Frozen Transformer Language Models and AXEL	2020	Lukas Stappen Fabian Brunn Björn Schüller	1
+	Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace	2019	Dimitrios Kollias Stefanos Zafeiriou	1
+	VGGFace2: A dataset for recognising faces across pose and age	2017	Qiong Cao Li Shen Weidi Xie Omkar Parkhi Andrew Zisserman	1
+	Towards Multimodal Emotion Recognition in German Speech Events in Cars using Transfer Learning	2019	Deniz Cevher Sebastian Zepf Roman Klinger	1
+	End2You -- The Imperial Toolkit for Multimodal Profiling by End-to-End Learning	2018	Panagiotis Tzirakis Stefanos Zafeiriou Björn Schüller	1
+	YOLOv3: An Incremental Improvement.	2018	Joseph Redmon Ali Farhadi	1
+	Well-Separated Clusters and Optimal Fuzzy Partitions	1974	J. C. Dunn	1