curriculum-learning

There are 4 repositories under curriculum-learning topic.

Cryolite / kanachan
A Japanese (Riichi) Mahjong AI Framework
mahjong japanese-mahjong riichi-mahjong majsoul mahjong-soul machine-learning game-ai mahjong-ai reinforcement-learning deep-learning deep-reinforcement-learning transformers transformer imitation-learning behavioral-cloning offline-reinforcement-learning dqn curriculum-learning offline-rl
Language:Python 255
zhengli97 / CTKD
[AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"
aaai2023 cifar100 computer-vision imagenet knowledge-distillation dynamic-temperature curriculum-learning
Language:Python 129
Phylliade / awesome-machine-learning-robotics
A curated list of resources about Machine Learning for Robotics
robotics machine-learning deep-learning reinforcement-learning curriculum-learning approximate-inference deep-reinforcement-learning awesome awesome-list
115
Evgeneus / Graph-Domain-Adaptaion
PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)
domain-adaptation mtdap graph-neural-networks graph-convolutional-networks graph-domain-adaptation pytorch domainnet office pacs cdan curriculum-learning coteaching computer-vision
Language:Python 96
YangRui2015 / Sparse-Reward-Algorithms
Implement many Sparse Reward algorithms in Gym Fetch environment
sparse-reward-algorithms hindsight-experience-replay ddpg curriculum-learning imitation-learning tensorflow
Language:Python 77
harsh306 / awesome-nn-optimization
Awesome list for Neural Network Optimization methods.
optimization neural-network deep-learning non-convex-optimization convex-optimization awesome-list awesome continuation bifurcation curriculum-learning loss-surface dynamical-systems generalization local-minima convergence-analysis
69
linzehui / Curriculum-Learning-PaperList-Materials
Curriculum Learning related papers and materials
curriculumlearning paperlist paper curriculum-learning curriculum-learning-paper
54
peace195 / curriculum-learning-for-deep-learning
Curriculum Learning - Tensorflow
curriculum-learning tensorflow
Language:Python 40
zzyunzhi / vds
Code for Automatic Curriculum Learning through Value Disagreement
curriculum-learning reinforcement-learning robotics machine-learning
Language:Python 27
VITA-Group / L2O-Training-Techniques
[NeurIPS 2020 Spotlight Oral] "Training Stronger Baselines for Learning to Optimize", Tianlong Chen*, Weiyi Zhang*, Jingyang Zhou, Shiyu Chang, Sijia Liu, Lisa Amini, Zhangyang Wang
learning-to-learn meta-learning training-tricks curriculum-learning imitation-learning self-improving learning-to-optimize
Language:Python 26
pmorerio / curriculum-dropout
Code for the paper "Curriculum Dropout", ICCV 2017
cnn-architecture dropout curriculum-learning optimization
Language:Python 25
uw-loci / demo_wsi_superres
WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.
whole-slide-imaging histopathology super-resolution whole-slide-image convolutional-neural-networks generative-adversarial-network deep-learning self-supervised-learning curriculum-learning single-image-super-resolution
Language:Python 20
vithursant / SPL-ADVisE
PyTorch code for BMVC 2018 paper: "Self-Paced Learning with Adaptive Visual Embeddings"
curriculum-learning self-paced-learning pytorch metric-learning
Language:Python 20
hengyicai / Adaptive_Multi-curricula_Learning_for_Dialog
The codebase for "Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation" (Cai et al., AAAI 2020)
curriculum-learning dialogue-generation conversational-ai pytorch
Language:Python 19
adrian9631 / TextSumma
reimplementing Neural Summarization by Extracting Sentences and Words
text-summarization curriculum-learning tensorflow seq2seq
Language:Python 17
dali92002 / HTRbyMatching
Hadwritten Text Recognition in Few-shot Scenario
few-shot-object-detection one-shot-object-detection handwriting-recognition curriculum-learning faster-rcnn ciphered-manuscripts deep-learning
Language:Python 17
srinidhiPY / ICCV-CDPATH2021-ID-8
Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology", ICCV, 2021, CDpath Workshop (Oral).
self-supervised-learning curriculum-learning digital-pathology deep-learning
Language:Python 17
aryanasadianuoit / Distilling-Knowledge-via-Intermediate-Classifiers
Distilling Knowledge via Intermediate Classifiers
knowledge-distillation deep-learning fitnet classifier-heads curriculum-learning dih intermediate-representation
Language:Python 15
Curriculo_Autodidata_Dados
marcoshsq / Curriculo_Autodidata_Dados
Uma lista com curadoria de cursos gratuitos de universidades conceituadas que atendem aos requisitos de um currículo de graduação em Ciência de Dados, menos educação geral. Com projetos, materiais de apoio em uma estrutura organizada.
analytics computer-science course coursera curriculum-learning data-science machine-learning python self-taught data-analysis data-literacy database machinelearning mathematics nlp-machine-learning open-source ossu statistics study personal-project
15
agakshat / visualdialog-pytorch
Community Regularization of Visually Grounded Dialog https://arxiv.org/abs/1808.04359
visual-dialog reinforcement-learning multi-agent natural-language-processing curriculum-learning reinforce pytorch emergent-behavior communication dialog computer-vision cvpr2018 icml machine-learning recurrent-neural-networks convolutional-neural-networks
Language:Python 14
gu-yaowen / CurrMG
An efficient curriculum learning-based strategy for molecular graph learning
curriculum-learning molecular-graph-learning molecular-property-prediction training-schedule graph-learning
Language:Python 14
Wangpeiyi9979 / HCL-Text2AMR
Code for ACL22 short Paper "Hierarchical Curriculum Learning for AMR Parsing"
abstract-meaning-representation curriculum-learning semantic-parsing
Language:Python 13
nazmul-karim170 / C-SFDA_Source-Free-Domain-Adaptation
[CVPR 2023] Official Implementation of "C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation""
computer-vision curriculum-learning domain-adaptation noisy-labels semantic-segmentation
Language:Python 12
StanfordASL / BaRC
Contains the code for "BaRC: Backward Reachability Curriculum for Robotic Reinforcement Learning" by Boris Ivanovic, James Harrison, Apoorva Sharma, Mo Chen, Marco Pavone.
reinforcement-learning curriculum-learning dynamical-systems
Language:Python 12
KoreaMGLEE / Concept-based-curriculum-masking
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking
deep-learning language-model nlp pre-training pytorch bert curriculum-learning
Language:Python 10
amathislab / myochallenge
[NeurIPS 2022] Winning code for the Baoding ball MyoChallenge at NeurIPS 2022
curriculum-learning muscles reinforcement-learning
Language:Python 9
LeroyChristopherDunn / CLGridWorld
Configurable Curriculum Learning Domain for Reinforcement Learning Agents. As specified by [Narvekar, Sanmit, Jivko Sinapov, and Peter Stone. "Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning." IJCAI. 2017.]
openai-gym openai-gym-environment openai-gym-environments reinforcement-learning reinforcement-learning-agent curriculum-learning python
Language:Python 8
rsundar96 / curriculum-learning-acceleration
Code implementing various Curriculum Learning training strategies in order to accelerate the training convergence of CNNs used for Image Recognition tasks.
curriculum-learning neural-architecture-search
Language:Python 7
ameliajimenez / curriculum-federated-learning
Memory-aware curriculum federated learning for breast cancer classification. Computer Methods and Programs in Biomedicine.
breast-cancer-classification curriculum-learning domain-adaptation federated-learning
Language:Python 6
Isaac-Somerville / Neural-Networks-for-Solving-Differential-Equations
Codebase for Master's dissertation in Mathematics at Durham University. Topic: applying neural networks to differential equations. Grade: 85/100.
automatic-differentiation burgers-equation curriculum-learning differential-equations durham-university mathematics neural-networks physics-informed-neural-networks python pytorch three-body-problem universal-approximation-theorem
Language:Python 6
NREL / rlc4clr
RLC4CLR employs curriculum learning to train a reinforcement learning controller (RLC) for a distribution system critical load restoration (CLR) problem.
curriculum-learning energy-system reinforcement-learning grid-resilience
Language:Jupyter Notebook 6
sytelus / podworld
OpenAI Gym environment emphasizing Partially Observable Dynamic physics-based fast cross-platform 2D world
openai-gym-environment openai openai-gym openai-gym-environments physics-simulation 2d-game robotics reinforcement-learning navigation-controller safe-reinforcement-learning curriculum-learning
Language:Jupyter Notebook 6
harsh306 / continuation-jax
Continuation methods of Deep Neural Networks optimization, deep-learning, homotopy, bifurcation-analysis, continuation
optimization deep-learning homotopy bifurcation-analysis continuation curriculum-learning adaptive machine-learning python speedup training profiling mlflow
Language:Python 5
rsun0 / sc2rl
A reinforcement learning project on micro in StarCraft II
reinforcement-learning starcraft-ii pommerman curriculum-learning
Language:Python 4
mahkons / curriculum-learning
Playing with curriculum leaning
curriculum-learning pytorch
Language:Python 3
PRISHIta123 / Curriculum_RL_for_Driving
Curriculum Design through Bayesian Optimization to train RL agents for the purpose of autonomous racing in the OpenAI Gym CarRacing Environment
autonomous-driving bayesian-optimization curriculum-learning reinforcement-learning
Language:Python 3

curriculum-learning

Cryolite / kanachan

zhengli97 / CTKD

Phylliade / awesome-machine-learning-robotics

Evgeneus / Graph-Domain-Adaptaion

YangRui2015 / Sparse-Reward-Algorithms

harsh306 / awesome-nn-optimization

linzehui / Curriculum-Learning-PaperList-Materials

peace195 / curriculum-learning-for-deep-learning

zzyunzhi / vds

VITA-Group / L2O-Training-Techniques

pmorerio / curriculum-dropout

uw-loci / demo_wsi_superres

vithursant / SPL-ADVisE

hengyicai / Adaptive_Multi-curricula_Learning_for_Dialog

adrian9631 / TextSumma

dali92002 / HTRbyMatching

srinidhiPY / ICCV-CDPATH2021-ID-8

aryanasadianuoit / Distilling-Knowledge-via-Intermediate-Classifiers

marcoshsq / Curriculo_Autodidata_Dados

agakshat / visualdialog-pytorch

gu-yaowen / CurrMG

Wangpeiyi9979 / HCL-Text2AMR

nazmul-karim170 / C-SFDA_Source-Free-Domain-Adaptation

StanfordASL / BaRC

KoreaMGLEE / Concept-based-curriculum-masking

amathislab / myochallenge

LeroyChristopherDunn / CLGridWorld

rsundar96 / curriculum-learning-acceleration

ameliajimenez / curriculum-federated-learning

Isaac-Somerville / Neural-Networks-for-Solving-Differential-Equations

NREL / rlc4clr

sytelus / podworld

harsh306 / continuation-jax

rsun0 / sc2rl

mahkons / curriculum-learning

PRISHIta123 / Curriculum_RL_for_Driving