Philipp Müller | DeepAI

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Frank Hutter
116 publications
Marius Lindauer
55 publications
Heiko Paulheim
47 publications
Elisabeth André
41 publications
François Bremond
41 publications
Andreas Bulling
40 publications
André Biedenkapp
19 publications
Janek Thomas
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Yusuke Sugano
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Aaron Klein
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Mehwish Alam
15 publications

∙ 09/01/2023

NeMig – A Bilingual News Collection and Knowledge Graph about Migration

News recommendation plays a critical role in shaping the public's worldv...

0 Andreea Iana, et al. ∙

∙ 08/16/2023

MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions

Automatic analysis of human behaviour is a fundamental prerequisite for ...

0 Philipp Müller, et al. ∙

∙ 06/02/2023

Backchannel Detection and Agreement Estimation from Video with Transformer Networks

Listeners use short interjections, so-called backchannels, to signify at...

0 Ahmed Amer, et al. ∙

∙ 05/08/2023

MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization

Hyperparameter optimization (HPO) is a powerful technique for automating...

0 Noor Awad, et al. ∙

∙ 04/20/2023

Flexible K Nearest Neighbors Classifier: Derivation and Application for Ion-mobility Spectrometry-based Indoor Localization

The K Nearest Neighbors (KNN) classifier is widely used in many fields s...

0 Philipp Müller, et al. ∙

∙ 12/07/2022

Multimodal Vision Transformers with Forced Attention for Behavior Analysis

Human behavior understanding requires looking at minute details in the l...

0 Tanay Agrawal, et al. ∙

∙ 09/20/2022

MultiMediate '22: Backchannel Detection and Agreement Estimation in Group Interactions

Backchannels, i.e. short interjections of the listener, serve important ...

0 Philipp Müller, et al. ∙

∙ 07/26/2022

Bodily Behaviors in Social Interaction: Novel Annotations and State-of-the-Art Evaluation

Body language is an eye-catching social signal and its automatic analysi...

5 Michal Balazia, et al. ∙

∙ 04/30/2022

Gaze-enhanced Crossmodal Embeddings for Emotion Recognition

Emotional expressions are inherently multimodal – integrating facial beh...

0 Ahmed Abdou, et al. ∙

∙ 03/11/2022

Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection

News recommender systems are used by online news providers to alleviate ...

0 Mehwish Alam, et al. ∙

∙ 09/27/2021

Multimodal Integration of Human-Like Attention in Visual Question Answering

Human-like attention as a supervisory signal to guide neural attention h...

11 Ekta Sood, et al. ∙

∙ 09/14/2021

HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO

To achieve peak predictive performance, hyperparameter optimization (HPO...

22 Katharina Eggensperger, et al. ∙

∙ 08/17/2021

Neural Photofit: Gaze-based Mental Image Reconstruction

We propose a novel method that leverages human fixations to visually dec...

0 Florian Strohm, et al. ∙

∙ 09/29/2020

Neural Model-based Optimization with Right-Censored Observations

In many fields of study, we only observe lower bounds on the true respon...

0 Katharina Eggensperger, et al. ∙

∙ 08/16/2019

BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters

Hyperparameter optimization and neural architecture search can become pr...

0 Marius Lindauer, et al. ∙

∙ 05/06/2019

Emergent Leadership Detection Across Datasets

Automatic detection of emergent leaders in small groups from nonverbal b...

0 Philipp Müller, et al. ∙

∙ 01/18/2018

Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors

Users' visual attention is highly fragmented during mobile interactions ...

0 Julian Steil, et al. ∙

∙ 01/08/2018

Detecting Low Rapport During Natural Interactions in Small Groups from Non-Verbal Behaviour

Rapport, the close and harmonious relationship in which interaction part...

0 Philipp Müller, et al. ∙

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