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The Top 23 Neurips 2020 Open Source Projects

Open source projects categorized as Neurips 2020
Categories > Neurips 2020
Releasing Research Code ⭐ 2,306
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
most recent commit a year ago
Data Efficient Gans ⭐ 1,231
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
most recent commit 7 months ago
Mammoth ⭐ 424
An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
most recent commit 5 months ago
Imbalanced Semi Self ⭐ 393
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
most recent commit 3 years ago
Grand ⭐ 196
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
most recent commit a year ago
Top 10 Computer Vision Papers 2020 ⭐ 177
A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.
most recent commit 2 years ago
Evidential Deep Learning ⭐ 157
Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
total releases 3most recent commit 3 years ago
Tim ⭐ 109
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
most recent commit a year ago
Rfc ⭐ 97
[NeurIPS 2020] Official PyTorch Implementation of "Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis". NeurIPS 2020.
most recent commit 2 years ago
Ncsnv2 ⭐ 88
The official PyTorch implementation for NCSNv2 (NeurIPS 2020)
most recent commit 3 years ago
Neural Manifold Ordinary Differential Equations ⭐ 74
[NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)
most recent commit 4 years ago
Rbnn ⭐ 71
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
most recent commit a year ago
Dti Clustering ⭐ 65
(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper
most recent commit 2 years ago
Eeg Gcnn ⭐ 56
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.
most recent commit 2 years ago
Hebbianmetalearning ⭐ 55
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
most recent commit 3 years ago
H2gcn ⭐ 50
Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)
most recent commit 2 years ago
3d Pv Locator ⭐ 48
Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.
most recent commit a year ago
Polarizationpruning ⭐ 48
Implementation of Neuron-level Structured Pruning using Polarization Regularizer
most recent commit 3 years ago
Villa ⭐ 46
Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part
most recent commit 3 years ago
Alfa ⭐ 37
Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"
most recent commit 2 years ago
Advflow ⭐ 34
[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".
most recent commit 2 years ago
Adversarial Distributional Training ⭐ 31
Adversarial Distributional Training (NeurIPS 2020)
most recent commit 3 years ago
Attach Juxtapose Parser ⭐ 30
Code for the paper "Strongly Incremental Constituency Parsing with Graph Neural Networks"
most recent commit a year ago
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