Denis Krompass
5 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
federated learning
(3)
data heterogeneity
(2)
domain adaptation
(1)
visual question answering
(1)
video classification
(1)
knowledge distillation
(1)
multimodal learning
(1)
tensor decomposition
(1)
recurrent neural network
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
heterogeneous data
(1)
vision-language model
(1)
latent diffusion model
(1)
cross-domain adaptation
(1)
non-iid feature
(1)
feature distribution shift
(1)
weight matrix factorization
(1)
representation augmentation
(1)
embedding generator
(1)
Papers
CL-Cross VQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
WACV 2025
FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
CVPR 2025
FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning
AAAI 2024
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation
ICCV 2023
Tensor-Train Recurrent Neural Networks for Video Classification
ICML 2017