Tomoyuki Okuno
Panasonic (Japan)(JP)Panasonic (Poland)(PL)
Publications by Year
Research Areas
Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Sparse and Compressive Sensing Techniques, Multimodal Machine Learning Applications, Machine Learning and Data Classification
Most-Cited Works
- → MTTrans: Cross-domain Object Detection with Mean Teacher Transformer(2022)46 cited
- → Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation(2024)12 cited
- → VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness(2024)4 cited
- → Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation(2023)3 cited
- → Lossless AI: Toward Guaranteeing Consistency between Inferences Before and After Quantization via Knowledge Distillation(2021)1 cited
- → Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting(2023)
- → Evaluation of the clinical course after administration of iron-free trace element formulations prepared in the hospital in a patient with iron-overload on long-term total parenteral nutrition(2024)
- → SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference(2024)