4 citations · 4 across the 1 of their papers we have counts for
3 papers
cs.CV2021
Hierarchical Proxy-based Loss for Deep Metric Learning
Zhibo Yang, Muhammet Bastan, Xinliang Zhu +2
Proxy-based metric learning losses are superior to pair-based losses due to their fast convergence and low training complexity. However, existing proxy-based losses focus on learni…
cs.CV2020★ 4 cited
T-VSE: Transformer-Based Visual Semantic Embedding
Muhammet Bastan, Arnau Ramisa, Mehmet Tek
Transformer models have recently achieved impressive performance on NLP tasks, owing to new algorithms for self-supervised pre-training on very large text corpora. In contrast, rec…
cs.CV2018
Remote Detection of Idling Cars Using Infrared Imaging and Deep Networks
Muhammet Bastan, Kim-Hui Yap, Lap-Pui Chau
Idling vehicles waste energy and pollute the environment through exhaust emission. In some countries, idling a vehicle for more than a predefined duration is prohibited and automat…