257 citations · 278 across the 4 of their papers we have counts for
4 papers
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction
Sagi Monin, Sagi Katz, Georgios Evangelidis
Recent works have shown that depth information can be obtained from Dual-Pixel (DP) sensors. A DP arrangement provides two views in a single shot, thus resembling a stereo image pa…
Rethinking Vision Transformers for MobileNet Size and Speed
Yanyu Li, Ju Hu, Yang Wen +5
With the success of Vision Transformers (ViTs) in computer vision tasks, recent arts try to optimize the performance and complexity of ViTs to enable efficient deployment on mobile…
EfficientFormer: Vision Transformers at MobileNet Speed
Yanyu Li, Geng Yuan, Yang Wen +5
Vision Transformers (ViT) have shown rapid progress in computer vision tasks, achieving promising results on various benchmarks. However, due to the massive number of parameters an…
An Extensive Experimental Study on the Cluster-based Reference Set Reduction for speeding-up the k-NN Classifier
Stefanos Ougiaroglou, Georgios Evangelidis, Dimitris A. Dervos
The k-Nearest Neighbor (k-NN) classification algorithm is one of the most widely-used lazy classifiers because of its simplicity and ease of implementation. It is considered to be…