Denis Krompass

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Topics

Question Answering

Video Classification

Top Venues

Publications

Haokun Chen, Yao Zhang, Denis Krompass, Jindong Gu, Volker Tresp
FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning. AAAI (2024)
Cheng Feng, Long Huang, Denis Krompass
Only the Curve Shape Matters: Training Foundation Models for Zero-Shot Multivariate Time Series Forecasting through Next Curve Shape Prediction. CoRR (2024)
Haokun Chen, Yao Zhang, Denis Krompass, Jindong Gu, Volker Tresp
FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning. CoRR (2023)
Haokun Chen, Ahmed Frikha, Denis Krompass, Jindong Gu, Volker Tresp
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation. ICCV (2023)
Haokun Chen, Denis Krompass, Jindong Gu, Volker Tresp
FedPop: Federated Population-based Hyperparameter Tuning. CoRR (2023)
Haokun Chen, Ahmed Frikha, Denis Krompass, Volker Tresp
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation. CoRR (2022)
Yao Zhang, Haokun Chen, Ahmed Frikha, Yezi Yang, Denis Krompass, Gengyuan Zhang, Jindong Gu, Volker Tresp
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering. CoRR (2022)
Yinchong Yang, Denis Krompass, Volker Tresp
Tensor-Train Recurrent Neural Networks for Video Classification. ICML (2017)
Yinchong Yang, Denis Krompass, Volker Tresp
Tensor-Train Recurrent Neural Networks for Video Classification. CoRR (2017)
Cristóbal Esteban, Volker Tresp, Yinchong Yang, Stephan Baier, Denis Krompass
Predicting the co-evolution of event and Knowledge Graphs. FUSION (2016)
Stephan Baier, Denis Krompass, Volker Tresp
Learning representations for discrete sensor networks using tensor decompositions. MFI (2016)
Cristóbal Esteban, Danilo Schmidt, Denis Krompass, Volker Tresp
Predicting Sequences of Clinical Events by Using a Personalized Temporal Latent Embedding Model. ICHI (2015)
Denis Krompass, Xueyan Jiang, Maximilian Nickel, Volker Tresp
Probabilistic Latent-Factor Database Models. LD4KD (2014)
Denis Krompass, Maximilian Nickel, Volker Tresp
Large-scale factorization of type-constrained multi-relational data. DSAA (2014)
Volker Tresp, Denis Krompass
Towards a New Science of a Clinical Data Intelligence. CoRR (2013)
Tobias Hamp, Rebecca Kassner, Stefan Seemayer, Esmeralda Vicedo, Christian Schaefer, Dominik Achten, Florian Auer, Ariane Boehm, Tatjana Braun, Maximilian Hecht, Mark Heron, Peter Hönigschmid, Thomas A. Hopf, Stefanie Kaufmann, Michael Kiening, Denis Krompass, Cedric Landerer, Yannick Mahlich, Manfred Roos, Burkhard Rost
Homology-based inference sets the bar high for protein function prediction. BMC Bioinform. 14 (S-3) (2013)