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abu

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

aim-fewshot-continual

aipath

AI学习之路

am3

Adaptive Cross-Modal Few-shot learning OSS code

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

awesome-incremental-learning

Awesome Incremental Learning

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-of-long-tailed-recognition

A curated list of long-tailed recognition resources.

bic

pytorch implementation of Large Scale Incremental Learning

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

c2ae

The implementation the paper 'Learning Deep Latent Spaces for Multi-Label Classifications' in AAAI 2017

cbam

CBAM: Convolutional Block Attention Module for CIFAR10 on ResNet backbone with Pytorch

class-incremental-learning

PyTorch implementation of some class-incremental learning methods

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

co2l

Co^2L: Contrastive Continual Learning (ICCV2021)

compact-transformers

[Preprint] Escaping the Big Data Paradigm with Compact Transformers, 2021

compress

Compressing Representations for Self-Supervised Learning

continual_learning_cv

Continual Learning Toolbox for Computer Vision Tasks

crossdomainfewshot

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

cvpr2020-code

CVPR 2020 论文开源项目合集

cvt

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

dagan

DAGAN: Data Augmentation Generative Adversarial Networks

dagan_torch

PyTorch Implementation of Data Augmentation GAN (originally proposed in arXiv:1711.04340)

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

dapn

A pytorch implementation of "Domain-Adaptive Few-Shot Learning"

dde_cil

deep-stock

Deep Learning for Stock Market

deep_metric

Deep Metric Learning

essentials_for_cil

Official repository of the paper 'Essentials for Class Incremental Learning'

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐