large-kernels

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VITA-Group /SLaK

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

deep-learning convnet pytorch segmentation object-detection knowledge-distillation large-kernels dynamic-sparsity 51x51

UpdatedJul 5, 2023
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preritj /segmentation

Star101

Tensorflow implementation : U-net and FCN with global convolution

computer-vision tensorflow kaggle kaggle-competition classification autoencoder segmentation fcn upsampling unet semantic-segmentation fully-convolutional-networks deconvolution image-mask masking u-net global-convolution-network carvana large-kernels transpose-convolution

UpdatedMay 16, 2019
Python

MCG-NJU /LinK

Star89

[CVPR 2023] LinK: Linear Kernel for LiDAR-based 3D Perception

detection point-cloud segmentation autonomous-driving large-kernels nuscenes semantickitti

UpdatedJul 27, 2024
Python

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