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relgan-pytorch

RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes

reorder-cnn-compression

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

replknet-pytorch

repmlp

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

representation-learning-on-heterogeneous-graph

Representation-Learning-on-Heterogeneous-Graph

repvgg

RepVGG: Making VGG-style ConvNets Great Again

repvgg-openmmlab

Competition

res-mlp-pytorch

Implementation of ResMLP, an all MLP solution to image classification, in Pytorch

research-hdas

H-DAS: Unchain the Search Space with Hierarchical Differentiable Architecture Search

research-ms-loss

MS-Loss: Multi-Similarity Loss for Deep Metric Learning

research-v4d

V4D: 4D Convolutional Neural Networks for Video-level Representation Learning

resmlp-pytorch

ResMLP: Feedforward networks for image classification with data-efficient training

resnest

ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees

resnext

Reproduce ResNet-v3(Aggregated Residual Transformations for Deep Neural Network) with Caffe

resnext-1

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

resrep

Lossless CNN Channel Pruning via Gradient Resetting and Convolutional Re-parameterization

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

retro-pytorch

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

review_net

Review Network for Caption Generation

revisiting-self-supervised

revisiting_deep_metric_learning_pytorch

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in this field.

rexnet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

rezero

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

rganet

Pytorch implementation of Realtime Global Attention Network

rlanet

Deep Networks with Recurrent Layer Aggregation

rlpy

RLPy Reinforcement Learning Framework

rmnet

RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

rmsnorm

Root Mean Square Layer Normalization

rn

Region Normalization for Image Inpainting, accepted by AAAI-2020