(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

[TVCG'2023] AOT-GAN for High-Resolution Image Inpainting (codebase for image inpainting)

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation in CVPR 2017 (Spotlight)

Open Scripts and pipelines from the Multimodal Imaging and Connectome Analysis Lab at the Montreal Neurological Institute

The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method

An PyTorch implementation of Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution

PyTorch implementation of "Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration"

Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.

Implementation of "SpEx: Multi-Scale Time Domain Speaker Extraction Network".

Res2Net for Panoptic Segmentation based on detectron2 (SOTA results).

Multi-scale deep neural networks for real image super-resolution

Semantic Labeling in VHR Images via A Self-Cascaded CNN (ISPRS JPRS, IF=6.942)

Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.

Multi-scale network for image deblurring

Core Interface and Engine for Vivarium