Müller, Philipp

1. HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO
   2021/09/14 by Katharina Eggensperger, Eggensperger, Katharina, Philipp Müller +15 · 16 citations
   Computer Science · #Machine Learning and Data Classification #Advanced Multi-Objective Optimization Algorithms #Metaheuristic Optimization Algorithms Research
2. Multimodal Integration of Human-Like Attention in Visual Question Answering
   2021/09/27 by Ekta Sood, Sood, Ekta, Fabian Kögel +9 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
3. BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters
   2019/08/16 by Marius Lindauer, Lindauer, Marius, Katharina Eggensperger +11 · 3 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
4. Neural Photofit: Gaze-based Mental Image Reconstruction
   2021/08/17 by Strohm, Florian, Sood, Ekta, Mayer, Sven +3 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
5. Backchannel Detection and Agreement Estimation from Video with Transformer Networks
   2023/06/02 by Ahmed Amer, Amer, Ahmed, Chirag Bhuvaneshwara +9 · 3 citations
   Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC) #Video Analysis and Summarization
6. NeMig -- A Bilingual News Collection and Knowledge Graph about Migration
   2023/09/01 by Andreea Iana, Mehwish Alam, Iana, Andreea +13 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
7. Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified Framework
   2025/05/14 by Natia Kukhilava, Tatia Tsmindashvili, Kukhilava, Natia +15 · 2 citations
   Neuroscience · #EEG and Brain-Computer Interfaces
8. Recognizing Emotion Regulation Strategies from Human Behavior with Large Language Models
   2024/08/08 by Philipp Müller, Alexander Heimerl, Müller, Philipp +13 · 1 citation
   Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Sentiment Analysis and Opinion Mining