14:23Fast Convolution based on Winograd Minimum Filtering: Introduction and DevelopmentComputer Science & IT Conference Proceedings3.8K viewsView & Download
13:31[Long version] Accelerating Winograd convolutions using symbolic computation and meta-programmingArya Mazaheri716 viewsView & Download
5:09[Short version] Accelerating Winograd convolutions using symbolic computation and meta-programmingArya Mazaheri907 viewsView & Download
11:51Session 7B: LoWino: Towards Efficient Low Precision Winograd Convolutions on Modern CPUsICPP2021109 viewsView & Download
40:20David Gregg - "Improving the Accuracy and Speed of Winograd Convolution for Deep Neural Networks"FastPath Workshop476 viewsView & Download
16:30tinyML Summit 2021 tiny Talks: Low-precision Winograd Convolution over Residue Number SystemEDGE AI FOUNDATION786 viewsView & Download
12:09Session 7B: Optimizing Winograd-Based Convolution with Tensor CoresICPP2021382 viewsView & Download
13:17Nirmal Thomas Mathew: Filter Centric hardware accelerator designNirmal Thomas Mathew12 viewsView & Download
11:35Session 6B: Optimizing Massively Parallel Winograd Convolution on ARM ProcessorICPP2021295 viewsView & Download
17:23DWM: A Decomposable Winograd Method for Convolution AccelerationNeural_Acceleration_Study460 viewsView & Download
4:33CVPR 2022: Channel Balancing for Accurate Quantization of Winograd ConvolutionsVladimir Chikin45 viewsView & Download