11 citations · 11 across the 3 of their papers we have counts for
Showing cs.CVShow all
3 papers · 1 filter
cs.CV2026
Layerwise Tunable Lifting Scheme for the Convolutional Neural Network
Abdumannon Yovkochov, An Le, Sungbal Seo +2
This work introduces a family of tunable lifting schemes for biorthogonal wavelet filter banks. We propose three lifting strategies: low-pass tuning (LS-LayLatt-LP), high-pass tuni…
cs.CV2024
ReduceFormer: Attention with Tensor Reduction by Summation
John Yang, Le An, Su Inn Park
Transformers have excelled in many tasks including vision. However, efficient deployment of transformer models in low-latency or high-throughput applications is hindered by the com…
cs.CV2022★ 11 cited
Depth Estimation with Simplified Transformer
John Yang, Le An, Anurag Dixit +2
Transformer and its variants have shown state-of-the-art results in many vision tasks recently, ranging from image classification to dense prediction. Despite of their success, lim…