26 results found Sort:

ZhaoJ9014
face.evoLVe ZhaoJ9014
759
3.4k
mit
111
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
nus pytorch tencent fine-tuning deep-learning face-alignment face-detection model-training computer-vision face-recognition machine-learning data-augmentation transfer-learning feature-extraction imbalanced-learning supervised-learning hard-negative-mining artificial-intelligence face-landmark-detection convolutional-neural-network
Created 2019-01-04
746 commits to master branch, last one about a year ago
ZhiningLiu1998
awesome-imbalanced-learning ZhiningLiu1998
220
1.3k
cc0-1.0
43
😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
awesome fair-ml fairness-ml skewed-data awesome-list deep-learning class-imbalance imbalanced-data machine-learning ensemble-learning imbalanced-classes imbalanced-learning imbalanced-classification
Created 2020-03-05
52 commits to master branch, last one 8 months ago
YyzHarry
imbalanced-regression YyzHarry
128
784
mit
18
[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression
icml icml-2021 imbalance long-tail healthcare regression computer-vision imbalanced-data imbalanced-learning imbalanced-regression imbalanced-classification natural-language-processing
Created 2021-02-18
22 commits to main branch, last one 2 years ago
YyzHarry
imbalanced-semi-self YyzHarry
116
733
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
analyticalmindsltd
smote_variants analyticalmindsltd
138
606
mit
16
A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features
smote oversampling imbalanced-data imbalanced-learning
Created 2018-10-05
498 commits to master branch, last one 5 months ago
zzw-zwzhang
Awesome-of-Long-Tailed-Recognition zzw-zwzhang
66
583
unknown
31
A curated list of long-tailed recognition resources.
imbalanced-learning long-tailed-recognition
Created 2020-07-15
106 commits to master branch, last one about a year ago
jiawei-ren
BalancedMSE jiawei-ren
34
359
mit
7
[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression https://arxiv.org/abs/2203.16427
age-estimation computer-vision depth-estimation human-mesh-recovery imbalanced-learning imbalanced-regression
Created 2022-03-22
27 commits to main branch, last one about a year ago
ZhiningLiu1998
imbalanced-ensemble ZhiningLiu1998
48
292
mit
7
🛠️ Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库
python python3 sklearn ensemble long-tail data-mining data-science scikit-learn classification ensemble-model class-imbalance imbalanced-data machine-learning ensemble-learning imbalanced-learning imbalanced-classification multi-class-classification ensemble-imbalanced-learning
Created 2021-03-10
189 commits to main branch, last one 11 days ago
kochlisGit
ProphitBet-Soccer-Bets-Predictor kochlisGit
102
281
mit
22
ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using Advanced Machine Learning (ML) m...
optuna soccer seaborn statistics predictions football-data random-forest neural-network soccer-betting soccer-matches upcoming-games feature-analysis imbalanced-learn pandas-dataframe data-visualization feature-importance imbalanced-learning deep-neural-networks interpretability-methods machine-learning-algorithms
Created 2022-03-18
212 commits to main branch, last one about a month ago
ZhiningLiu1998
self-paced-ensemble ZhiningLiu1998
48
247
mit
7
[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架
pypi python3 ensemble classification ensemble-model class-imbalance imbalanced-data ensemble-methods imbalanced-learn machine-learning ensemble-learning imbalanced-learning imbalance-classification
Created 2019-09-05
73 commits to master branch, last one 4 months ago
dvlab-research
Parametric-Contrastive-Learning dvlab-research
30
234
mit
7
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
tpami pytorch iccv2021 imagenet class-imbalance imbalanced-data imbalanced-learning supervised-learning contrastive-learning image-classification long-tailed-recognition parametric-contrastive-learning supervised-contrastive-learning
Created 2021-06-03
75 commits to main branch, last one 3 months ago
prstrive
UniMVSNet prstrive
13
226
mit
12
[CVPR 2022] Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation
stereo focal-loss dense-prediction depth-estimation 3d-reconstruction multi-view-stereo imbalanced-learning
Created 2021-12-16
14 commits to main branch, last one 2 years ago
solegalli
machine-learning-imbalanced-data solegalli
206
153
other
6
Code repository for the online course Machine Learning with Imbalanced Data
python data-science imbalanced-data machine-learning imbalanced-learning imbalanced-classification
Created 2020-10-13
56 commits to master branch, last one 2 months ago
jiawei-ren
BalancedMetaSoftmax-Classification jiawei-ren
25
133
other
4
[NeurIPS 2020] Balanced Meta-Softmax for Long-Tailed Visual Recognition
imbalanced-learning imbalanced-classification
Created 2020-11-14
4 commits to main branch, last one 2 years ago
YyzHarry
multi-domain-imbalance YyzHarry
15
122
mit
4
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
ood eccv eccv-2022 imbalance long-tail multi-domain deep-learning imbalanced-data domain-adaptation ood-generalization imbalanced-learning domain-generalization multi-domain-learning long-tailed-recognition imbalanced-classification
Created 2022-03-17
12 commits to main branch, last one about a year ago
ZhiningLiu1998
mesa ZhiningLiu1998
24
104
mit
7
[NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题
mesa ensemble meta-sampler meta-training ensemble-model class-imbalance imbalanced-data imbalanced-learn imbalanced-learning imbalance-classification meta-learning-algorithms ensemble-machine-learning
Created 2020-06-03
17 commits to master branch, last one 2 years ago
MaxHalford
pytorch-resample MaxHalford
5
88
mit
6
🎲 Iterable dataset resampling in PyTorch
pytorch resampling oversampling undersampling imbalanced-learning
Created 2020-08-11
23 commits to master branch, last one 2 years ago
GZWQ
Awesome-Long-Tailed GZWQ
9
86
unknown
5
Papers about long-tailed tasks
long-tail imbalanced-data imbalanced-learning long-tailed-recognition imbalance-classification
Created 2021-03-04
37 commits to main branch, last one about a year ago
yanliang3612
awesome-imbalanced-learning-on-graphs yanliang3612
8
76
unknown
2
A repository contains a collection of resources and papers on Imbalance Learning On Graphs
imbalanced-learning graph-neural-networks robust-machine-learning
Created 2023-03-15
46 commits to main branch, last one 2 months ago
he-zh
vibration_gan he-zh
12
67
unknown
3
Implement GANs to generate time-series signals for imbalanced learning problem. The experiments are conducted using CWRU bearing data.
gan keras tensorflow deep-learning imbalanced-learning fault-classification generative-adversarial-network
Created 2020-08-06
15 commits to master branch, last one 2 years ago
Xtra-Computing
Awesome-Literature-ILoGs Xtra-Computing
5
57
mit
2
Awesome literature on imbalanced learning on graphs
awesome imbalanced-learning graph-neural-networks graph-representation-learning imbalanced-learning-on-graphs
Created 2023-06-29
58 commits to main branch, last one 10 months ago
jiequancui
ResLT jiequancui
5
55
mit
4
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
long-tail class-imbalance imbalanced-data imbalanced-learning long-tailed-recognition imbalance-classification
Created 2021-01-26
24 commits to main branch, last one 7 months ago
BorealisAI
ranksim-imbalanced-regression BorealisAI
9
41
other
3
[ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression
regression imbalanced-data imbalanced-learning imbalanced-regression
Created 2022-05-25
10 commits to main branch, last one about a year ago
NeuralCollapseApplications
ImbalancedLearning NeuralCollapseApplications
5
40
unknown
1
[NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?".
neural-collapse machine-learning imbalanced-learning
Created 2022-10-08
5 commits to main branch, last one about a year ago
lancopku
well-classified-examples-are-underestimated lancopku
2
36
apache-2.0
4
Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"
transformer deep-learning ood-detection classification cross-entropy-loss adversarial-attacks imbalanced-learning image-classification graph-neural-networks
Created 2021-10-13
23 commits to main branch, last one about a year ago
jinyan-06
SHIKE jinyan-06
4
31
unknown
3
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)
cvpr2023 imbalanced-learning long-tailed-learning long-tailed-recognition
Created 2022-11-11
71 commits to main branch, last one 3 months ago