Topic: "neurips-2020"
paperswithcode/releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Size: 561 KB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 2,794 - Forks: 734
mit-han-lab/data-efficient-gans
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
Language: Python - Size: 33.9 MB - Last synced at: 8 days ago - Pushed at: 8 months ago - Stars: 1,307 - Forks: 176
YyzHarry/imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
Language: Python - Size: 16.5 MB - Last synced at: 22 days ago - Pushed at: about 4 years ago - Stars: 751 - Forks: 117
implus/GFocal
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
Language: Python - Size: 3.45 MB - Last synced at: 10 months ago - Pushed at: over 4 years ago - Stars: 571 - Forks: 73
aamini/evidential-deep-learning
Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
Language: Python - Size: 9.39 MB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 473 - Forks: 95
ermongroup/ncsnv2
The official PyTorch implementation for NCSNv2 (NeurIPS 2020)
Language: Python - Size: 2.2 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 297 - Forks: 60
CharlieDinh/pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
Language: Python - Size: 11 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 260 - Forks: 84
THUDM/GRAND
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
Language: Python - Size: 5.72 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 210 - Forks: 40
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.
Size: 16.6 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 192 - Forks: 37
csdongxian/AWP
Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"
Language: Python - Size: 372 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 163 - Forks: 22
Khrylx/RFC
[NeurIPS 2020] Official PyTorch Implementation of "Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis". NeurIPS 2020.
Language: Python - Size: 43.5 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 158 - Forks: 15
xliucs/MTTS-CAN
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
Language: Python - Size: 17.6 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 152 - Forks: 46
enajx/HebbianMetaLearning
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
Language: Python - Size: 71.5 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 137 - Forks: 24
williamgilpin/fnn
Embed strange attractors using a regularizer for autoencoders
Language: Jupyter Notebook - Size: 51.1 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 133 - Forks: 31
zhegan27/VILLA
Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part
Language: Python - Size: 849 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 119 - Forks: 14
CUAI/Neural-Manifold-Ordinary-Differential-Equations
[NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)
Language: Python - Size: 22.5 KB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 115 - Forks: 14
mboudiaf/TIM
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
Language: Python - Size: 6.08 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 114 - Forks: 18
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.
Language: Python - Size: 71.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 18
lmbxmu/RBNN
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
Language: Python - Size: 1.13 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 76 - Forks: 19
polarizationpruning/PolarizationPruning
Implementation of Neuron-level Structured Pruning using Polarization Regularizer
Language: Python - Size: 785 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 75 - Forks: 11
monniert/dti-clustering
(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper
Language: Python - Size: 39.1 MB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 13
GemsLab/H2GCN
Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)
Language: Python - Size: 19.9 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 73 - Forks: 15
baiksung/ALFA
Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"
Language: Python - Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 67 - Forks: 9
dongyp13/Adversarial-Distributional-Training
Adversarial Distributional Training (NeurIPS 2020)
Language: Python - Size: 195 KB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 60 - Forks: 9
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.
Language: Python - Size: 28.6 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 54 - Forks: 8
pg2455/Hybrid-learn2branch
Hybrid Models for Learning to Branch (NeurIPS 2020)
Language: Python - Size: 77.1 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 50 - Forks: 12
pomonam/Self-Tuning-Networks
PyTorch implementation of "STNs" and "Delta-STNs".
Language: Python - Size: 43.9 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 50 - Forks: 9
BorealisAI/continuous-time-flow-process
PyTorch code of "Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows" (NeurIPS 2020)
Language: Python - Size: 31.3 MB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 6
hmdolatabadi/AdvFlow
[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".
Language: Python - Size: 1.28 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 47 - Forks: 2
JosephKJ/merlin
(NeurIPS 2020) Meta-Consolidation for Continual Learning
Language: Python - Size: 10.9 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 37 - Forks: 7
princeton-vl/attach-juxtapose-parser
Code for the paper "Strongly Incremental Constituency Parsing with Graph Neural Networks"
Language: Python - Size: 5.72 MB - Last synced at: 23 days ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 6
parthnatekar/pgdl
Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning
Language: Python - Size: 75.2 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 35 - Forks: 2
flyingtango/DiGCN
Implement of DiGCN, NeurIPS-2020
Language: Python - Size: 11.4 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 32 - Forks: 7
pxiangwu/TopoFilter
NeurIPS 2020, "A Topological Filter for Learning with Label Noise".
Language: C++ - Size: 1.15 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 7
princeton-vl/Rel3D
Official code for NeurRIPS 2020 paper "Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D"
Language: Python - Size: 5.88 MB - Last synced at: 23 days ago - Pushed at: 6 months ago - Stars: 28 - Forks: 1
deep-spin/sparse-marginalization-lvm
Official PyTorch (Lightning) implementation of the NeurIPS 2020 paper "Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity".
Language: Python - Size: 530 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 27 - Forks: 8
VinAIResearch/input-aware-backdoor-attack-release
Input-aware Dynamic Backdoor Attack (NeurIPS 2020)
Language: Python - Size: 271 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 26 - Forks: 4
BorgwardtLab/fMRI_Cubical_Persistence
Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'
Language: Python - Size: 202 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 3
Not-IITian/Weakly-supervised-Deep-Functional-map
Neurips 2020 paper on weakly supervised deep functional maps for shape matching
Language: Python - Size: 1.04 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 4
tda-in-ml/tda-in-ml.github.io
Code for the website of the NeurIPS 2020 workshop on 'Topological Data Analysis and Beyond'
Language: TeX - Size: 41.6 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 4
tedyhabtegebrial/gvsnet
Generative View Synthesis: from Single-view Semantics to Novel-view Images, Habtegebrial et al. NeurIPS 2020
Language: Python - Size: 563 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 21 - Forks: 1
zhegan27/LXMERT-AdvTrain
Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": LXMERT adversarial training part
Language: Python - Size: 898 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 21 - Forks: 0
ShreyasFadnavis/patch2self
Patch2Self Denoising - NeurIPS 2020 Spotlight Presentation
Language: Jupyter Notebook - Size: 22.2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 5
ZixuanKe/CAT
Code for NeurIPS 2020 Paper --- Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
Language: Python - Size: 10.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 4
juliusberner/deep_kolmogorov
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning (NeurIPS 2020)
Language: Python - Size: 676 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 8
TencentYoutuResearch/Pruning-PFF
PyTorch implementation of NeurIPS 2020 paper "Pruning Filter in Filter".
Language: Python - Size: 146 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 3
jwuphysics/predicting-spectra-from-images
Predicting galaxy spectra from images
Language: Jupyter Notebook - Size: 2.51 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 3
ZaydH/arbitrary_pu
NeurIPS'20 Paper: "Learning from Positive and Unlabeled Data with Arbitrary Positive Shift"
Language: Python - Size: 137 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 4
optuna/bboc-optuna-developers
Black-box optimizer submitted to BBO challenge at NeurIPS 2020
Language: Jupyter Notebook - Size: 389 KB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 1
alexklwong/targeted-adversarial-perturbations-monocular-depth
PyTorch implementation of Targeted Adversarial Perturbations for Monocular Depth Predictions (in NeurIPS 2020)
Language: HTML - Size: 29 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 3
RobustGraph/RoboGraph
The implementation of paper "Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks"
Language: Python - Size: 43.9 KB - Last synced at: 12 months ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 3
ZIYU-DEEP/Papers-on-Anomaly-Detection-in-NeurIPS-2020
A list of all papers related to anomaly detection in NeurIPS 2020.
Size: 30.3 KB - Last synced at: 7 days ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 3
IdeasLabUT/CHIP-Network-Model
Python implementation of the CHIP network model, published in NeurIPS 2020.
Language: Python - Size: 8.08 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 6
dandip/ssinn
Code for the paper "Sparse Symplectically Integrated Neural Networks"
Language: Python - Size: 4.81 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1
SewoongLab/RobustMetaLearningMLR
This project contains the code for the paper accepted at NeurIPS 2020 - Robust Meta-learning for Mixed Linear Regression with Small Batches.
Language: Python - Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 3
princeton-vl/Rel3D_Render
Code for rendering images for NeurRIPS 2020 paper "Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D"
Language: Python - Size: 25.8 MB - Last synced at: 23 days ago - Pushed at: 6 months ago - Stars: 5 - Forks: 2
JonathanWenger/probabilistic-linear-solvers-for-ml
Probabilistic Linear Solvers for Machine Learning (NeurIPS 2020)
Language: Jupyter Notebook - Size: 19.7 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0
janhenriklambrechts/neurips2020-summaries
Summaries of talks and workshops I followed at NeurIPS 2020
Size: 19.5 KB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
Samsung/NLC2CMD
The NLC2CMD competition, NeurIPS 2020
Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1
mirianfsilva/blackinai-workshop
Page made for Black in AI Workshop 2020. @blackinai
Language: JavaScript - Size: 26.4 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
lmmx/NeurIPS-2020-review
Data preprocessing for the NeurIPS 2020 paper listings
Language: HTML - Size: 392 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
