ASPLOS'23 - Session 2B - DefT: Boosting Scalability of Deformable Convolution Operations on GPUs

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Deformable Convolutional Networks | Lecture 35 (Part 8) | Applied Deep Learning (Supplementary)Deformable Convolutional Networks | Lecture 35 (Part 8) | Applied Deep Learning (Supplementary)
But what is a convolution?But what is a convolution?
[DL] The purpose of "1 by 1" convolutions[DL] The purpose of "1 by 1" convolutions
Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point...Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point...
Deformable Convolution Network based Invertibility-driven Interpolation Filter for HEVCDeformable Convolution Network based Invertibility-driven Interpolation Filter for HEVC
What are Convolutional Neural Networks (CNNs)?What are Convolutional Neural Networks (CNNs)?
Groups, Depthwise, and Depthwise-Separable Convolution (Neural Networks)Groups, Depthwise, and Depthwise-Separable Convolution (Neural Networks)
Video 2: Introducing 2-D Convolution for ML AlgorithmsVideo 2: Introducing 2-D Convolution for ML Algorithms