120 citations
- Centre National de la Recherche ScientifiqueFR3 papers
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cs.LG2026
UVLM: A Universal Vision-Language Model Loader for Reproducible Multimodal Benchmarking
Joan Perez, Giovanni Fusco
Vision-Language Models (VLMs) have emerged as powerful tools for image understanding tasks, yet their practical deployment remains hindered by significant architectural heterogenei…
cs.LG2018
Combined convolutional and recurrent neural networks for hierarchical classification of images
Jaehoon Koo, Diego Klabjan, Jean Utke
Deep learning models based on CNNs are predominantly used in image classification tasks. Such approaches, assuming independence of object categories, normally use a CNN as a featur…
cs.LG2018★ 1 cited
RDPD: Rich Data Helps Poor Data via Imitation
Shenda Hong, Cao Xiao, Trong Nghia Hoang +3
In many situations, we need to build and deploy separate models in related environments with different data qualities. For example, an environment with strong observation equipment…