Denis Krompass
5 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
ICCV (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
federated learning
(3)
data heterogeneity
(2)
domain adaptation
(1)
visual question answering
(1)
video classification
(1)
knowledge distillation
(1)
multi-modal learning
(1)
tensor decomposition
(1)
recurrent neural network
(1)
foundation model
(1)
heterogeneous datum
(1)
vision-language model
(1)
latent diffusion model
(1)
cross-domain adaptation
(1)
parameter-efficient finetuning
(1)
non-iid feature
(1)
feature distribution shift
(1)
weight matrix factorization
(1)
representation augmentation
(1)
embedding generator
(1)
Papers
FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
CVPR 2025
CL-Cross VQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering
WACV 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