28 results found Sort:

paperswithcode
releasing-research-code paperswithcode
718
2.6k
mit
55
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
neurips awesome-list neurips-2020 machine-learning
Created 2020-03-05
120 commits to master branch, last one 3 years ago
mit-han-lab
data-efficient-gans mit-han-lab
175
1.3k
bsd-2-clause
18
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
gans pytorch tensorflow neurips-2020 data-efficient image-generation generative-adversarial-network
Created 2020-06-15
97 commits to master branch, last one about a month ago
YyzHarry
imbalanced-semi-self YyzHarry
116
737
mit
14
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
neurips long-tail neurips-2020 unlabeled-data class-imbalance imbalanced-data imbalanced-learning long-tailed-recognition self-supervised-learning semi-supervised-learning imbalanced-classification
Created 2020-09-04
22 commits to master branch, last one 3 years ago
aamini
evidential-deep-learning aamini
97
440
apache-2.0
16
Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
pytorch evidence confidence tensorflow uncertainty neurips-2020 deep-learning neural-network
Created 2020-10-21
23 commits to main branch, last one 3 years ago
CharlieDinh
pFedMe CharlieDinh
89
289
unknown
3
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
paper pfedme pytorch per-fedavg neurips-2020 federated-learning federated-meta-learning personalized-federated-learning
Created 2020-03-23
209 commits to master branch, last one 3 years ago
ermongroup
ncsnv2 ermongroup
57
282
mit
14
The official PyTorch implementation for NCSNv2 (NeurIPS 2020)
neurips-2020 score-matching diffusion-models generative-models score-based-generative-modeling
Created 2020-06-17
17 commits to master branch, last one 3 years ago
THUDM
GRAND THUDM
40
208
mit
5
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
gnn graphs neurips-2020 data-augmentation graph-neural-networks semi-supervised-learning
Created 2020-02-06
58 commits to master branch, last one 2 years ago
louisfb01
Top-10-Computer-Vision-Papers-2020 louisfb01
37
192
mit
9
A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.
cv eccv iccv ieee paper papers aaai2020 eccv2020 iclr2020 research icml-2020 nips-2020 neurips-2020 deep-learning research-paper computer-vision paper-references computer-graphics deep-neural-networks artificial-intelligence
Created 2020-12-31
4 commits to main branch, last one 2 years ago
xliucs
MTTS-CAN xliucs
56
171
mit
8
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
ppg rppg neurips healthcare mobilehealth neurips-2020 on-device-ai on-device-ml deep-learning cardiovascular computer-vision mobile-computing physiologicalsensing ubiquitous-computing physiological-signals remote-physiological-measurement
Created 2020-10-06
30 commits to main branch, last one about a year ago
csdongxian
AWP csdongxian
19
170
mit
3
Codes for NeurIPS 2020 paper "Adversarial Weight Perturbation Helps Robust Generalization"
pytorch neurips-2020 adversarial-attacks adversarial-training
Created 2020-10-13
11 commits to main branch, last one 3 years ago
neerajwagh
eeg-gcnn neerajwagh
31
161
unknown
5
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...
eeg ml4h neurips pytorch eeg-gcnn dgl-graph eeg-signals neurips-2020 deep-learning machine-learning eeg-classification convolutional-network graph-neural-networks eeg-signals-processing
Created 2020-11-03
30 commits to master branch, last one 2 years ago
Khrylx
RFC Khrylx
14
153
other
9
[NeurIPS 2020] Official PyTorch Implementation of "Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis". NeurIPS 2020.
pytorch deepmimic imitation neurips-2020 humanoid-control motion-synthesis imitation-learning character-animation reinforcement-learning residual-force-control
Created 2020-10-18
11 commits to main branch, last one 2 years ago
williamgilpin
fnn williamgilpin
31
131
unknown
10
Embed strange attractors using a regularizer for autoencoders
time-series neurips-2020 machine-learning
Created 2020-02-11
26 commits to master branch, last one 3 years ago
enajx
HebbianMetaLearning enajx
22
130
unknown
1
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
hebbian neurips-2020 meta-learning hebbian-learning lifelong-learning hebbian-plasticity reinforcement-learning
Created 2020-06-13
19 commits to master branch, last one 3 years ago
zhegan27
VILLA zhegan27
14
119
mit
8
Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER adversarial training part
pretraining neurips-2020 vision-and-language adversarial-training visual-question-answering
Created 2020-10-20
5 commits to main branch, last one 3 years ago
mboudiaf
TIM mboudiaf
20
119
mit
6
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
few-shot neurips-2020 few-shot-learning mutual-information optimization-methods transductive-learning few-shot-classifcation
Created 2020-06-10
20 commits to master branch, last one about a year ago
CUAI
Neural-Manifold-Ordinary-Differential-Equations CUAI
14
115
unknown
12
[NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)
neurips-2020 machine-learning generative-models neural-manifold-odes
Created 2020-06-18
5 commits to master branch, last one 4 years ago
GemsLab
H2GCN GemsLab
16
97
unknown
4
Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)
graphs signac heterophily neurips-2020 node-classification graph-neural-networks
Created 2020-10-16
9 commits to master branch, last one 2 years ago
polarizationpruning
PolarizationPruning polarizationpruning
13
81
unknown
2
Implementation of Neuron-level Structured Pruning using Polarization Regularizer
pruning neurips-2020 polarization-regularization
Created 2020-02-07
5 commits to master branch, last one 4 years ago
lmbxmu
RBNN lmbxmu
20
80
unknown
7
Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network
neurips2020 neurips-2020 binary-network network-quantization binary-neural-networks network-compression-acceleration
Created 2020-04-12
180 commits to master branch, last one about a year ago
monniert
dti-clustering monniert
13
74
mit
3
(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper
pytorch clustering neurips2020 neurips-2020 deep-learning computer-vision image-clustering unsupervised-learning
Created 2020-06-16
28 commits to master branch, last one 2 years ago
baiksung
ALFA baiksung
13
71
unknown
2
Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters"
maml neurips pytorch neurips-2020 deep-learning meta-learning machine-learning few-shot-learning
Created 2020-10-23
6 commits to master branch, last one 2 years ago
dongyp13
Adversarial-Distributional-Training dongyp13
9
61
mit
1
Adversarial Distributional Training (NeurIPS 2020)
pytorch robustness neurips-2020 adversarial-defense adversarial-training adversarial-machine-learning
Created 2020-10-13
4 commits to master branch, last one 3 years ago
kdmayer
3D-PV-Locator kdmayer
6
51
mit
4
Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.
ai solar deeplabv3 deepsolar pv-systems inception-v3 neurips-2020 solar-panels deep-learning climate-change remote-sensing computer-vision network-planning renewable-energy satellite-imagery
Created 2021-01-20
109 commits to master branch, last one about a year ago
pomonam
Self-Tuning-Networks pomonam
9
49
mit
2
PyTorch implementation of "STNs" and "Delta-STNs".
pytorch neurips-2020 deep-learning self-tuning-network bilevel-optimization hyperparameter-optimization
Created 2020-10-22
5 commits to master branch, last one 3 years ago
pg2455
Hybrid-learn2branch pg2455
12
47
mit
3
Hybrid Models for Learning to Branch (NeurIPS 2020)
neurips-2020 deep-learning discrete-optimization graph-neural-networks
Created 2020-10-10
2 commits to master branch, last one 3 years ago
flyingtango
DiGCN flyingtango
8
45
mit
2
Implement of DiGCN, NeurIPS-2020
graph digraphs neurips-2020 graph-neural-networks semi-supervised-learning
Created 2020-10-12
10 commits to main branch, last one 3 years ago
hmdolatabadi
AdvFlow hmdolatabadi
2
45
mit
3
[NeurIPS2020] The official repository of "AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows".
neurips-2020 black-box-attacks normalizing-flows adversarial-machine-learning
Created 2020-07-14
64 commits to master branch, last one 4 years ago