loss-function

There are 2 repositories under loss-function topic.

bnu-wangxun / Deep_Metric
Deep Metric Learning
deep-metric-learning image-retrieval cvpr loss-function multi-similarity-loss xbm embedding-learning
Language:Python 772
EndlessSora / focal-frequency-loss
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
generative-models loss-function frequency-domain frequency-analysis complementary autoencoder variational-autoencoder gan pix2pix spade loss image-reconstruction image-synthesis stylegan2 iccv2021 generative-adversarial-network generic image-generation
Language:Python 592
cvqluu / Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
am-softmax arcface embedding face-recognition face-verification fashion-mnist fmnist-dataset loss-function loss-functions metric-learning normface pytorch speaker-recognition sphereface
Language:Python 474
keonlee9420 / Soft-DTW-Loss
PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA
deep-learning cuda pytorch dynamic-time-warping soft-dtw deep-neural-networks time-series loss-function dtw
Language:Python 114
PerdonLiu / CSE-Autoloss
Seach Losses of our paper 'Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search', accepted by ICLR 2021.
automl object-detection evolutionary-algorithm loss-function
Language:Python 55
nathanrooy / landscapes
A dependency free library of standardized optimization test functions written in pure Python.
optimization cost-function loss-function single-objective multi-objective constrained-optimization python test-functions traveling-salesman-problem tsp
Language:Python 51
lartpang / mssim.pytorch
A better pytorch-based implementation for the mean structural similarity. Differentiable simpler SSIM and MS-SSIM.
loss-function loss-functions ssim ssim-loss ssim-metric ssim-metrics structure-similarity ssim-pytorch
Language:Python 15
arhtur007 / Angular-Triplet-Center-Loss
Angular triplet center loss implementation in Pytorch.
pytorch loss-functions loss-function face-recognition face-verification speaker-recognition speaker-verification speaker-embedding speaker-embeddings metric-learning
Language:Python 11
estija / Co-VeGAN
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
mri reconstruction compressive-sensing deep-learning deep-complex-networks activation-function gans mri-reconstruction inverse-problem loss-function keras-models generative-adversarial-network complex-valued-data
Language:Python 10
ZohebAbai / tf-focal-frequency-loss
Tensorflow Implementation of Focal Frequency Loss for Image Reconstruction and Synthesis [ICCV 2021]
autoencoder frequency-analysis frequency-domain gan generative-adversarial-network generative-models generic iccv2021 image-generation image-reconstruction image-synthesis loss loss-function pix2pix spade stylegan2 variational-autoencoder
Language:Python 9
rsy6318 / DDF-Loss
Directional Distance Field for Modeling the Difference between 3D Point Clouds
distance-metric loss-function
Language:Python 7
Akinori-F-Ebihara / LLLR_toymodel
A simple 3-layer fully connected network performing the density ratio estimation using the loss for log-likelihood ratio estimation (LLLR).
density-ratio-estimation neural-network loss-function kliep lllr
Language:Python 6
masadcv / PROPEL
Official PyTorch implementation for "PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks"
deep-learning loss-function machine-learning probabilistic pytorch-implementation regression
Language:Python 6
ChenLiu-1996 / AdversarialFocalLoss
Adversarial Focal Loss: Asking Your Discriminator for Hard Examples.
classification computer-vision deep-learning focal-loss keypoint-detection loss-function machine-learning
4
yangtiming / SSWS-loss_function_based_on_MS-TCN
Supervised Sliding Window Smoothing Loss Function Based on MS-TCN for Video Segmentation
action-segmentation loss-function sliding-window video-segmentation
Language:Python 3
pwlf-milp
gwr3n / pwlf-milp
Piecewise linear approximations for the static-dynamic uncertainty strategy in stochastic lot-sizing
loss-function piecewise-linear-approximation mixed-integer-programming inventory-control static-dynamic-uncertainty
Language:Java 2
Ilikepizza2 / Perceptron
A neat, lightweight and single neuron perceptron written in C++ from scratch without any external library, trained using the perceptron trick and loss function
deep-learning loss-function perceptron perceptron-trick
Language:C++ 2
NeuraXenetica / comport_ai
An HR predictive analytics tool for forecasting the likely range of a worker’s future job performance using multiple ANNs with custom loss functions.
artificial-intelligence artificial-neural-networks custom-loss-functions hrm human-resources loss-function loss-functions machine-learning modelling prediction-interval prediction-intervals predictive-analytics prescriptive-analytics python
Language:Python 2
Arijit1000 / Tensorflow_Sinewave_Prediction
Generating a TensorFlow model that predicts values in a sinewave
machine-learning tensorflow2 keras-tensorflow optimizer-algorithms loss-function tflite-models
Language:Jupyter Notebook 1
gugarosa / loss_programming
📄 Official implementation regarding the paper "Programmatically Evolving Losses in Machine Learning".
paper implementation machine-learning loss-function genetic-programming
Language:Python 1
henrylee97 / isl
Inverse Supervised Learning
pytorch loss-function supervised-learning reinforcement-learning
Language:Python 1
m92vyas / Implementing_Attention_Mechanism_Language_Translation
Bahdanau Attention Mechanism | Tensorflow Custom Layers/Model/Loss Function/Metrics | LSTM | Encoder | Decoder | Cross-Attention | Language Translation | Bleu Score | Dropout
attention-mechanism custom-elements encoder-decoder-architecture lstm preprocessing-data tensorflow loss-function tokenizer
Language:Jupyter Notebook 1
SAI-SRINIVASA-SUBRAMANYAM / machine_practices_problems
adjusted-r-squared cost-function ineuron ineuron-ai linear-regression loss-function multivariate-analysis r-squared subramanyam
Language:Jupyter Notebook 1
xxxupeng / ADL
[CVPR 2024] Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching
cvpr2024 loss-function stereo-matching
1
BoltStrike77 / Lagrangian-Optimization
A codebase for a traffic optimization research project.
gradient-optimization graph-theory lagrange-multipliers loss-function networkx
Language:Jupyter Notebook 0
fayolle / chamfer_dist_approx
Approximation of the chamfer distance
cpp chamfer-dist loss-function
Language:C++ 0
GitBl / analysisTB
Toolbox of analysis for the related paper. /!\ In progress
pytorch resnet loss-function python3
Language:Jupyter Notebook 0
inzapp / absolute-logarithmic-error
Alternative loss function of binary cross entropy and focal loss
alternative binary-crossentropy focal-loss loss-function
Language:Python 0
rabieifk / CNN-with-CIFAR-10
Design of a CNN (Convolutional Neural Networks) to classify CIFAR-10 images
cnn cnn-keras convolutional-neural-network loss-function activation-function
Language:Python 0
SinChee / distortion-estimation-loss
A new loss proposed that are sensitive towards image corruption and high information to noise trade off
image-processing loss-function noise-estimation noise-removal
Language:Jupyter Notebook 0
AminKhavari78 / tensorflow-coding
Core components of neural networks  An introduction to Keras  Setting up a deep-learning workstation  Using neural networks to solve basic classification and regression problems
imdb-dataset keras loss-function neural-network optimizer tensorflow2 training
Language:Jupyter Notebook
JiauZhang / lossers
Deep Learning Loss Functions
computer-vision deep-learning loss-function machine-learning
Language:Python
Rajil101 / Stock-Trend-Prediction-Web-App
Stock Trend Prediction App: In these project I created stock trend web application to predicted continuous real time trend of desired stock input taken from user with fetching data from "Yahoo Finance".
accuracy deep-learning jupyter-notebook jupyter-notebooks keras loss-function lstm-neural-networks machine-learning matplotlib-pyplot ml numpy pandas python stock-price-prediction streamlit tensorflow yahoo-finance
Language:Jupyter Notebook
vipul43 / linear_regression
performing linear regression
artificial-intelligence contour-plot gradient-descent linear-regression loss-function machine-learning matplotlib-pyplot numpy-library python3
Language:Jupyter Notebook

loss-function

bnu-wangxun / Deep_Metric

EndlessSora / focal-frequency-loss

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

keonlee9420 / Soft-DTW-Loss

PerdonLiu / CSE-Autoloss

nathanrooy / landscapes

lartpang / mssim.pytorch

arhtur007 / Angular-Triplet-Center-Loss

estija / Co-VeGAN

ZohebAbai / tf-focal-frequency-loss

rsy6318 / DDF-Loss

Akinori-F-Ebihara / LLLR_toymodel

masadcv / PROPEL

ChenLiu-1996 / AdversarialFocalLoss

yangtiming / SSWS-loss_function_based_on_MS-TCN

gwr3n / pwlf-milp

Ilikepizza2 / Perceptron

NeuraXenetica / comport_ai

Arijit1000 / Tensorflow_Sinewave_Prediction

gugarosa / loss_programming

henrylee97 / isl

m92vyas / Implementing_Attention_Mechanism_Language_Translation

SAI-SRINIVASA-SUBRAMANYAM / machine_practices_problems

xxxupeng / ADL

BoltStrike77 / Lagrangian-Optimization

fayolle / chamfer_dist_approx

GitBl / analysisTB

inzapp / absolute-logarithmic-error

rabieifk / CNN-with-CIFAR-10

SinChee / distortion-estimation-loss

AminKhavari78 / tensorflow-coding

JiauZhang / lossers

Rajil101 / Stock-Trend-Prediction-Web-App

vipul43 / linear_regression