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hyperdensenet icon hyperdensenet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

ibn-net icon ibn-net

Instance-Batch Normalization Networks (ECCV2018)

iccv21-tasl icon iccv21-tasl

Official Repo for ICCV 2021 Paper "Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning".

iguana icon iguana

Interpretable Gland-Graph Networks

image-retrieval icon image-retrieval

Instance-level image retrieval, used in street-to-shop scene. Leveraging large-scale noisy data, and clean it automatically. Learning R-MAC descriptors using a larger network such as ResNet101. Train with a siamese architecture to optimize a triplet loss.

imbalanced-dataset-sampler icon imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

imbalanced-semi-self icon imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

imgclsmob icon imgclsmob

Sandbox for training large-scale image classification networks for embedded systems

imix icon imix

ICLR 2021 i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning

infopro-pytorch icon infopro-pytorch

Learning recognition/segmentation models without end-to-end training. 40%-60% less GPU memory footprint. Same training time. Better performance.

innereye-deeplearning icon innereye-deeplearning

Medical Imaging Deep Learning library to train and deploy models on Azure Machine Learning and Azure Stack

ip-irm icon ip-irm

[NeurIPS 2021] The PyTorch implementation of paper "Self-Supervised Learning Disentangled Group Representation as Feature"

isc-track1-submission icon isc-track1-submission

[NeurIPS Challenge Rank 1st] The codes and related files to reproduce the results for Image Similarity Challenge Track 1.

isc-track2-submission icon isc-track2-submission

[NeurIPS Challenge Rank 3rd] The codes and related files to reproduce the results for Image Similarity Challenge Track 2.

isc2021 icon isc2021

Code for the Image similarity challenge.

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