Pinned Repositories
-A-Min-Max-Optimization-Framework-for-Online-Graph-Classification
AAAI20
Theoretical Proof for AAAI-20 paper "Distributed Primal-Dual Optimization for Online Multi-Task Learning"
agem
Official implementation of the Averaged Gradient Episodic Memory (A-GEM) in Tensorflow
Autoencoders_cf
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-multi-task-learning
2022 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
GCN-MF
Transformer-in-Computer-Vision
A paper list of some recent Transformer-based CV works.
YoungBigBird1985's Repositories
YoungBigBird1985/AAAI20
Theoretical Proof for AAAI-20 paper "Distributed Primal-Dual Optimization for Online Multi-Task Learning"
YoungBigBird1985/crater
Free & Open Source Invoice App for Freelancers & Small Businesses
YoungBigBird1985/darts
Differentiable architecture search for convolutional and recurrent networks
YoungBigBird1985/DKN
A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
YoungBigBird1985/DropEdge
This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
YoungBigBird1985/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
YoungBigBird1985/Gated-Propagation-Net
NeurIPS 2019 : Learning to Propagate for Graph Meta-Learning
YoungBigBird1985/google-research
Google AI Research
YoungBigBird1985/GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
YoungBigBird1985/GraphSAINT
[ICLR 2020] Open sourced implementation for the paper "GraphSAINT: Graph Sampling Based Inductive Learning Method".
YoungBigBird1985/HAN
Heterogeneous Graph Neural Network
YoungBigBird1985/KernelGCN
Codes for NIPS 2019 Paper: Rethinking Kernel Methods for Node Representation Learning on Graphs
YoungBigBird1985/KGCN
A tensorflow implementation of Knowledge Graph Convolutional Networks
YoungBigBird1985/KGNN-LS
A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization
YoungBigBird1985/LADIES
Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"
YoungBigBird1985/machine-learning-systems-design
机器学习系统设计案例与测试 Machine Learning Systems Design Cases & Tests
YoungBigBird1985/maml
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
YoungBigBird1985/maml_rl
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
YoungBigBird1985/Maximally_Interfered_Retrieval
Codebase for "Online Continual Learning with Maximally Interfered Retrieval"
YoungBigBird1985/MER
Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from the ICLR 2019 paper (https://openreview.net/pdf?id=B1gTShAct7)
YoungBigBird1985/meta-transfer-learning
TensorFlow and PyTorch implementations of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
YoungBigBird1985/meta-weight-net
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
YoungBigBird1985/MetaOptNet
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
YoungBigBird1985/models
Models and examples built with TensorFlow
YoungBigBird1985/neural_collaborative_filtering
Neural Collaborative Filtering
YoungBigBird1985/Neural_Network_Weight_Attack
Changing several bit which overwhelms the quantized CNN
YoungBigBird1985/Occasion-Aware-Recommenation
Code for "Shopping Occasions and Sequential Recommendation in E-commerce" (WSDM2020)
YoungBigBird1985/Supp
YoungBigBird1985/Supp-blob-maste
YoungBigBird1985/WWWSuppl