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neurips-2020

Here are 63 public repositories matching this topic...

paperswithcode / releasing-research-code

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

machine-learning awesome-list neurips neurips-2020

Updated May 19, 2023

mit-han-lab / data-efficient-gans

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

tensorflow pytorch generative-adversarial-network image-generation gans data-efficient neurips-2020

Updated Nov 12, 2023
Python

YyzHarry / imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

semi-supervised-learning class-imbalance imbalanced-data imbalanced-learning long-tail unlabeled-data self-supervised-learning neurips imbalanced-classification neurips-2020 long-tailed-recognition

Updated Apr 3, 2021
Python

implus / GFocal

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

detection inference classification object-detection dfl quality-estimation object-recognition focalloss one-stage focal-loss gfl anchor-free qfl single-stage neurips-2020 generalized-focal-loss dense-object-detection dense-detector dirac-delta-distribution

Updated Nov 24, 2020
Python

evidential-deep-learning

aamini / evidential-deep-learning

Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

deep-learning neural-network tensorflow pytorch uncertainty evidence confidence neurips-2020

Updated Aug 31, 2021
Python

CharlieDinh / pFedMe

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

paper pytorch federated-learning federated-meta-learning neurips-2020 personalized-federated-learning pfedme per-fedavg

Updated Apr 18, 2022
Python

ermongroup / ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

generative-models diffusion-models neurips-2020 score-matching score-based-generative-modeling

Updated Jun 12, 2021
Python

THUDM / GRAND

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

graphs semi-supervised-learning data-augmentation graph-neural-networks gnn neurips-2020

Updated Jul 6, 2023
Python

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.

Updated Jan 28, 2022

csdongxian / AWP

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

pytorch adversarial-attacks adversarial-training neurips-2020

Updated Feb 18, 2021
Python

xliucs / MTTS-CAN

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

computer-vision deep-learning healthcare physiological-signals ppg mobile-computing cardiovascular ubiquitous-computing rppg neurips on-device-ml on-device-ai neurips-2020 remote-physiological-measurement physiologicalsensing mobilehealth

Updated Jun 9, 2023
Python

Khrylx / RFC

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

reinforcement-learning pytorch imitation-learning imitation character-animation deepmimic motion-synthesis neurips-2020 residual-force-control humanoid-control

Updated Jun 19, 2022
Python

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.

machine-learning deep-learning pytorch eeg eeg-signals eeg-classification eeg-signals-processing graph-neural-networks neurips convolutional-network neurips-2020 eeg-gcnn ml4h dgl-graph

Updated Oct 8, 2022
Python

fnn

williamgilpin / fnn

Embed strange attractors using a regularizer for autoencoders

machine-learning time-series neurips-2020

Updated Jun 9, 2021
Jupyter Notebook

HebbianMetaLearning

enajx / HebbianMetaLearning

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

reinforcement-learning hebbian-learning meta-learning lifelong-learning hebbian neurips-2020 hebbian-plasticity

Updated Jul 28, 2021
Python

zhegan27 / VILLA

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

visual-question-answering vision-and-language adversarial-training pretraining neurips-2020

Updated Jan 13, 2021
Python

mboudiaf / TIM

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

optimization-methods mutual-information few-shot transductive-learning few-shot-learning neurips-2020 few-shot-classifcation

Updated May 23, 2023
Python

CUAI / Neural-Manifold-Ordinary-Differential-Equations

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

machine-learning generative-models neurips-2020 neural-manifold-odes

Updated Jul 6, 2023
Python

GemsLab / H2GCN

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

graphs signac node-classification graph-neural-networks neurips-2020 heterophily

Updated Apr 20, 2022
Python

polarizationpruning / PolarizationPruning

Implementation of Neuron-level Structured Pruning using Polarization Regularizer

pruning neurips-2020 polarization-regularization

Updated Nov 22, 2022
Python

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