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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...
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08/16/2023
MultiMediate'23: Engagement Estimation and Bodily Behaviour Recognition in Social Interactions
Automatic analysis of human behaviour is a fundamental prerequisite for ...
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06/02/2023
Backchannel Detection and Agreement Estimation from Video with Transformer Networks
Listeners use short interjections, so-called backchannels, to signify at...
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05/08/2023
MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization
Hyperparameter optimization (HPO) is a powerful technique for automating...
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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...
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12/07/2022
Multimodal Vision Transformers with Forced Attention for Behavior Analysis
Human behavior understanding requires looking at minute details in the l...
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09/20/2022
MultiMediate '22: Backchannel Detection and Agreement Estimation in Group Interactions
Backchannels, i.e. short interjections of the listener, serve important ...
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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...
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04/30/2022
Gaze-enhanced Crossmodal Embeddings for Emotion Recognition
Emotional expressions are inherently multimodal – integrating facial beh...
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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 ...
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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...
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09/14/2021
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO
To achieve peak predictive performance, hyperparameter optimization (HPO...
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08/17/2021
Neural Photofit: Gaze-based Mental Image Reconstruction
We propose a novel method that leverages human fixations to visually dec...
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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...
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08/16/2019
BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters
Hyperparameter optimization and neural architecture search can become pr...
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05/06/2019
Emergent Leadership Detection Across Datasets
Automatic detection of emergent leaders in small groups from nonverbal b...
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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 ...
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01/08/2018