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yuanwanglll's Projects

alfa icon alfa

Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"

animl icon animl

Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".

awesome-imbalanced-learning icon awesome-imbalanced-learning

A curated list of awesome imbalanced learning papers, codes, frameworks and libraries. | 类别不平衡学习：论文/代码/框架/库

awgim icon awgim

Code for paper "Attentive Weights Generation for Few Shot Learning via Information Maximization"

bbn icon bbn

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

bf3s icon bf3s

Boosting Few-Shot Visual Learning with Self-Supervision

c3d icon c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

classifier-balancing icon classifier-balancing

This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 2020

cmc icon cmc

"Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

crossdomainfewshot icon crossdomainfewshot

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

daosl icon daosl

Implementation of Domain Adaption in One-Shot Learning

deepinversion icon deepinversion

Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)

dgi icon dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

dss icon dss

code for "Deeply supervised salient object detection with short connections" published in CVPR 2017

dss-pytorch icon dss-pytorch

:star: PyTorch implement of Deeply Supervised Salient Object Detection with Short Connection

episodic-dg icon episodic-dg

This is the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113

fada-pytorch icon fada-pytorch

PyTorch implementation of https://arxiv.org/abs/1711.02536

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