Denis Krompaß

1. FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
   2023/08/21 by Haokun Chen, Chen, Haokun, Yao Zhang +7 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Privacy-Preserving Technologies in Data
2. Tensor-Train Recurrent Neural Networks for Video Classification
   2017/07/06 by Yinchong Yang, Denis Krompaß, Yang, Yinchong +3 · 9 citations
   Computer Science · Mathematics · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Tensor decomposition and applications
3. FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation
   2022/05/30 by Haokun Chen, Ahmed Frikha, Chen, Haokun +5 · 5 citations
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing #Privacy-Preserving Technologies in Data
4. Type-Constrained Representation Learning in Knowledge Graphs
   2015/08/11 by Denis Krompaß, Stephan Baier, Krompaß, Denis +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
5. FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
   2024/10/07 by Haokun Chen, Chen, Haokun, Hang Li +15 · 6 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
6. FedPop: Federated Population-based Hyperparameter Tuning
   2023/08/16 by Haokun Chen, Chen, Haokun, Denis Krompaß +5 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
7. CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
   2022/11/19 by Yao Zhang, Haokun Chen, Zhang, Yao +12 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications