neurips-2020 开源项目推荐（63 个）

paperswithcode /releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

mit-han-lab /data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

YyzHarry /imbalanced-semi-self

[NeurIPS 2020]半监督（无标签数据）和自我监督改善班级不平衡/长尾学习

aamini /evidential-deep-learning

利用神经网络快速、可扩展且校准不确定性测量方法！

ermongroup /ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

CharlieDinh /pFedMe

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

xliucs /MTTS-CAN

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)

THUDM /GRAND

Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"

louisfb01 /Top-10-Computer-Vision-Papers-2020

A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.

csdongxian /AWP

Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"

neerajwagh /eeg-gcnn

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

Khrylx /RFC

[NeurIPS 2020] Official PyTorch Implementation of "Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis". NeurIPS 2020.

enajx /HebbianMetaLearning

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

williamgilpin /fnn

Embed strange attractors using a regularizer for autoencoders

CUAI /Neural-Manifold-Ordinary-Differential-Equations

[NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)

mboudiaf /TIM

(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297

zhegan27 /VILLA

Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part

GemsLab /H2GCN

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

baiksung /ALFA

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

lmbxmu /RBNN

Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network