xmengxin

xmengxin's Stars

• pytorch/tutorials

  PyTorch tutorials.

  Language:Jupyter Notebook8.5k1798404.1k

• zhaoxin94/awesome-domain-adaptation

  A collection of AWESOME things about domian adaptation

  5.2k13754884

• mseitzer/pytorch-fid

  Compute FID scores with PyTorch.

  Language:Python3.6k1186529

• FLHonker/Awesome-Knowledge-Distillation

  Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

  2.6k6112337

• HobbitLong/RepDistiller

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

  Language:Python2.3k1758403

• haitongli/knowledge-distillation-pytorch

  A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

  Language:Python1.9k2025350

• GMvandeVen/continual-learning

  PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

  Language:Jupyter Notebook1.7k2731322

• bnu-wangxun/Deep_Metric

  Deep Metric Learning

  Language:Python7803549146

• optimass/continual_learning_papers

  Relevant papers in Continual Learning

  Language:TeX72637782

• oreillymedia/t-SNE-tutorial

  A tutorial on the t-SNE learning algorithm

  Language:JavaScript7184110163

• Vision-Intelligence-and-Robots-Group/Best-Incremental-Learning

  An Incremental Learning, Continual Learning, and Life-Long Learning Repository

  573192251

• GT-RIPL/Continual-Learning-Benchmark

  Evaluate three types of task shifting with popular continual learning algorithms.

  Language:Python519141190

• yaoyao-liu/mini-imagenet-tools

  Tools for generating mini-ImageNet dataset and processing batches

  Language:Python4376960

• RaptorMai/online-continual-learning

  A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), SCR(CVPR21-W) and an online continual learning survey (Neurocomputing).

  Language:Python39962357

• facebookresearch/agem

  Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow

  Language:Jupyter Notebook20381238

• knjcode/cifar2png

  Convert CIFAR-10 and CIFAR-100 datasets into PNG images

  Language:Python1441122

• sairin1202/BIC

  pytorch implementation of Large Scale Incremental Learning

  Language:Python662520

• TLESORT/Generative_Continual_Learning

  Language:Python534013

• srvCodes/continual-learning-benchmark

  Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance techniques vary with a domain other than images.

  Language:Python513110

• SCUT-AILab/CPGA

  Language:Python47266

• khurramjaved96/awesome-continual-learning

  A repository to keep track of literature on catastrophic forgetting

  37605

• xialeiliu/GFR-IL

  Generative Feature Replay For Class-Incremental Learning

  Language:Python37496

• TLESORT/Continual_Learning_Data_Former

  A pytorch compatible data loader to create sequence of tasks for Continual Learning

  Language:Python33103

• mpourkeshavarz/Cost-Free-Incremental-Learning

  Language:Jupyter Notebook23243

• aimagelab/LiDER

  Official implementation of "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning"

  Language:Python14303

• haseebs/Pseudo-rehearsal-Incremental-Learning

  Pytorch implementation of paper "Distillation Techniques for Pseudo-rehearsal Based Incremental Learning"

  Language:Python13500

• liuyudut/MUC

  A Generic Multi-classifier Paradigm forIncremental Learning

  Language:Python11013

• xu-ji/ARM

  Automatic Recall Machines: Internal Replay, Continual Learning and the Brain

  Language:Python11402

• xmengxin/MFGR

  Memory-Free Generative Replay For Class-Incremental Learning

  Language:Python3101

• sanketloke/GradientEpisodicMemory

  Continuum Learning with GEM: Gradient Episodic Memory

  Language:Python1100