33 results found Sort:

BoltzmannEntropy
interviews.ai BoltzmannEntropy
298
4.5k
unknown
53
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers...
jax jobs python pytorch autograd data-science deep-learning loss-functions graduate-school machine-learning pytorch-tutorial ensemble-learning feature-extraction information-theory bayesian-statistics logistic-regression interview-preparation artificial-intelligence convolutional-neural-networks
Created 2021-09-30
70 commits to main branch, last one 2 years ago
bermanmaxim
LovaszSoftmax bermanmaxim
269
1.4k
mit
32
Code for the Lovász-Softmax loss (CVPR 2018)
pytorch loss-functions neural-networks image-segmentation
Created 2018-02-21
28 commits to master branch, last one 5 years ago
KaiyangZhou
pytorch-center-loss KaiyangZhou
219
970
mit
8
Pytorch implementation of Center Loss
python pytorch center-loss deep-learning loss-functions computer-vision feature-learning
Created 2018-03-21
66 commits to master branch, last one 5 years ago
vandit15
Class-balanced-loss-pytorch vandit15
120
785
mit
11
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
pytorch cvpr2019 deep-learning loss-functions computer-vision
Created 2019-08-31
11 commits to master branch, last one 5 years ago
csteinmetz1
auraloss csteinmetz1
67
744
apache-2.0
18
Collection of audio-focused loss functions in PyTorch
audio pytorch loss-functions
Created 2020-10-26
129 commits to main branch, last one 9 months ago
cvqluu
Angular-Penalty-Softmax-Losses-Pytorch cvqluu
91
484
mit
11
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
arcface pytorch normface embedding am-softmax sphereface fashion-mnist loss-function fmnist-dataset loss-functions metric-learning face-recognition face-verification speaker-recognition
Created 2019-06-13
23 commits to master branch, last one 4 years ago
harleyszhang
dl_note harleyszhang
55
386
apache-2.0
5
深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。
cnn cpp python pytorch deep-learning loss-functions machine-learning inference-framework activation-functions convolutional-neural-networks
Created 2022-11-30
387 commits to main branch, last one 8 days ago
dingkeyan93
IQA-optimization dingkeyan93
40
302
mit
9
Comparison of IQA models in Perceptual Optimization
iqa vif fsim ssim dists lpips pytorch optimization loss-functions steerable-filters image-quality-assessment
Created 2020-04-28
8 commits to master branch, last one 4 years ago
umbertogriffo
focal-loss-keras umbertogriffo
67
278
unknown
10
Binary and Categorical Focal loss implementation in Keras.
keras deep-learning loss-functions cross-entropy-loss deep-neural-networks binary-classification categorical-cross-entropy
Created 2018-12-07
26 commits to master branch, last one 3 years ago
NikolaZubic
2dimageto3dmodel NikolaZubic
27
270
unknown
7
We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and...
gan mesh voxel kaolin pytorch pascal3d shapenet rendering cub-dataset point-cloud deep-learning loss-functions computer-vision neural-networks pose-prediction shapenet-dataset 3d-reconstruction computer-graphics 3d-computer-graphics single-view-reconstruction
Created 2020-12-14
35 commits to main branch, last one 8 months ago
kozistr
pytorch_optimizer kozistr
19
237
apache-2.0
6
optimizer & lr scheduler & loss function collections in PyTorch
sam adai adan nero adamd adamp radam ranger madgrad pytorch adabound diffgrad adabelief chebyshev lookahead optimizer deep-learning loss-functions gradient-centralization learning-rate-scheduling
Created 2021-09-21
3,298 commits to main branch, last one 11 days ago
AdeelH
pytorch-multi-class-focal-loss AdeelH
25
225
mit
4
An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.
pytorch retinanet deep-learning classification loss-functions neural-network machine-learning imbalanced-classes pytorch-implementation multiclass-classification implementation-of-research-paper
Created 2020-09-03
23 commits to master branch, last one 2 years ago
mblondel
fenchel-young-losses mblondel
9
183
unknown
11
Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses
pytorch sklearn tensorflow loss-functions probabilistic-classification
Created 2018-10-17
25 commits to master branch, last one about a year ago
JuliaML
LossFunctions.jl JuliaML
33
146
other
9
Julia package of loss functions for machine learning.
julia regression classification loss-functions machine-learning
Created 2015-10-11
501 commits to master branch, last one 3 days ago
kahnchana
opl kahnchana
20
115
mit
5
Official repository for "Orthogonal Projection Loss" (ICCV'21)
deep-learning classification loss-functions
Created 2021-03-21
37 commits to master branch, last one 2 years ago
alfonmedela
triplet-loss-pytorch alfonmedela
18
114
apache-2.0
5
Highly efficient PyTorch version of the Semi-hard Triplet loss ⚡️
pytorch triplet triplet-loss constellation loss-functions metric-learning pytorch-implementation
Created 2020-05-25
57 commits to master branch, last one 2 years ago
lidq92
LinearityIQA lidq92
14
97
unknown
3
[official] Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment (ACM MM 2020)
regression in-the-wild loss-functions image-quality-assessment
Created 2020-07-31
27 commits to master branch, last one about a year ago
seorim0
DCCRN-with-various-loss-functions seorim0
22
90
mit
1
DCCRN with various loss functions
pytorch perceptual deep-learning loss-functions speech-enhancement
Created 2021-01-27
120 commits to main branch, last one 2 years ago
richardwth
MMD-GAN richardwth
19
89
apache-2.0
5
Improving MMD-GAN training with repulsive loss function
gan mmd dcgan mmd-gan mmd-losses tensorflow deep-learning discriminator learning-rate loss-functions generative-model maximum-mean-discrepancy generative-adversarial-network
Created 2018-06-22
236 commits to master branch, last one 5 years ago
fcakyon
balanced-loss fcakyon
6
89
mit
2
Easy to use class balanced cross entropy and focal loss implementation for Pytorch
pip cvpr pypi python pytorch focal-loss balanced-loss cross-entropy deep-learning loss-functions computer-vision machine-learning binary-crossentropy class-balanced-loss image-classification
Created 2022-07-21
20 commits to main branch, last one about a year ago
balanced-fl
Addressing-Class-Imbalance-FL balanced-fl
19
83
unknown
7
This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).
loss-functions class-imbalance machine-learning federated-learning neural-network-training imbalance-classification
Created 2020-06-10
13 commits to master branch, last one 2 years ago
sasidhar-programmer
Tensorflow_Advance_Techniques sasidhar-programmer
73
74
unknown
2
deeplearning.ai Tensorflow advance techniques specialization
rcnn resnet coursera mask-rcnn tensorflow loss-functions deeplearning-ai siamese-network object-detection github-tensorflow imagesegmentation model-architecture tensorflow-advance tensorflow-features unet-image-segmentation
Created 2020-11-30
28 commits to main branch, last one 3 years ago
aryan-jadon
Regression-Loss-Functions-in-Time-Series-Forecasting-Tensorflow aryan-jadon
18
74
unknown
4
This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting with different loss functions in Tensorflow. We have compare...
keras python tensorflow forecasting time-series transformers deep-learning loss-functions machine-learning time-series-forecasting
Created 2022-09-21
50 commits to main branch, last one about a year ago
yiyixuxu
polyloss-pytorch yiyixuxu
13
72
unknown
1
Implementing PolyLoss in Pytorch
loss-functions
Created 2022-04-30
17 commits to master branch, last one 2 years ago
HiLab-git
ACELoss HiLab-git
11
71
mit
3
Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"
loss-functions active-contour-model medical-image-segmentation
Created 2020-11-01
36 commits to main branch, last one 3 years ago
ThinamXx
Fastai ThinamXx
32
63
mit
3
I will implement Fastai in each projects present in this repository.
fastai pytorch regression deeplearning decision-tree classification loss-functions transformers-models image-classification
Created 2021-06-14
234 commits to main branch, last one about a year ago
OniroAI
Semantic-segmentation-with-MobileNetV3 OniroAI
13
60
gpl-3.0
4
TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head
cnn docker makefile notebook tensorflow mobilenetv3 augmentation cnn-training segmentation deep-learning loss-functions neural-network computer-vision cnn-segmentation cnn-architectures jupyter-notebooks person-segmentation semantic-segmentation
Created 2019-11-22
20 commits to master branch, last one 2 years ago
Mr-TalhaIlyas
Loss-Functions-Package-Tensorflow-Keras-PyTorch Mr-TalhaIlyas
6
51
apache-2.0
1
Loss function Package Tensorflow Keras PyTOrch
keras pytorch dice-loss combo-loss tensorflow2 tversky-loss loss-functions dice-coefficient focal-tversky-loss weighted-cross-entropy-loss
Created 2021-03-13
20 commits to main branch, last one about a year ago
oikosohn
compound-loss-pytorch oikosohn
9
45
apache-2.0
2
Compound loss for PyTorch
pytorch loss-functions
Created 2021-10-29
25 commits to main branch, last one 2 years ago
YilmazKadir
Segmentation_Losses YilmazKadir
5
41
unknown
2
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
loss-functions semantic-segmentation medical-image-processing
Created 2022-11-22
17 commits to main branch, last one 11 months ago