neurips-2020
There are 64 repositories under neurips-2020 topic.
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] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
implus/GFocal
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
aamini/evidential-deep-learning
Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
CharlieDinh/pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
ermongroup/ncsnv2
The official PyTorch implementation for NCSNv2 (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"
xliucs/MTTS-CAN
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
Khrylx/RFC
[NeurIPS 2020] Official PyTorch Implementation of "Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis". NeurIPS 2020.
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.
williamgilpin/fnn
Embed strange attractors using a regularizer for autoencoders
enajx/HebbianMetaLearning
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
zhegan27/VILLA
Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part
mboudiaf/TIM
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
CUAI/Neural-Manifold-Ordinary-Differential-Equations
[NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)
GemsLab/H2GCN
Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)
polarizationpruning/PolarizationPruning
Implementation of Neuron-level Structured Pruning using Polarization Regularizer
lmbxmu/RBNN
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
monniert/dti-clustering
(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper
baiksung/ALFA
Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"
dongyp13/Adversarial-Distributional-Training
Adversarial Distributional Training (NeurIPS 2020)
kdmayer/3D-PV-Locator
Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.
pomonam/Self-Tuning-Networks
PyTorch implementation of "STNs" and "Delta-STNs".
BorealisAI/continuous-time-flow-process
PyTorch code of "Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows" (NeurIPS 2020)
flyingtango/DiGCN
Implement of DiGCN, NeurIPS-2020
pg2455/Hybrid-learn2branch
Hybrid Models for Learning to Branch (NeurIPS 2020)
hmdolatabadi/AdvFlow
[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".
parthnatekar/pgdl
Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning
JosephKJ/merlin
(NeurIPS 2020) Meta-Consolidation for Continual Learning
princeton-vl/attach-juxtapose-parser
Code for the paper "Strongly Incremental Constituency Parsing with Graph Neural Networks"
pxiangwu/TopoFilter
NeurIPS 2020, "A Topological Filter for Learning with Label Noise".
deep-spin/sparse-marginalization-lvm
Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity".
VinAIResearch/input-aware-backdoor-attack-release
Input-aware Dynamic Backdoor Attack (NeurIPS 2020)