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loss-function

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bnu-wangxun /Deep_Metric

Deep Metric Learning

image-retrieval cvpr xbm deep-metric-learning loss-function multi-similarity-loss embedding-learning

UpdatedAug 10, 2020
Python

EndlessSora /focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

image-reconstruction generic generative-adversarial-network gan autoencoder image-generation spade pix2pix frequency-domain frequency-analysis loss variational-autoencoder generative-models image-synthesis complementary loss-function stylegan2 iccv2021

UpdatedAug 21, 2024
Python

cvqluu /Angular-Penalty-Softmax-Losses-Pytorch

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

pytorch face-recognition metric-learning speaker-recognition embedding loss-functions face-verification sphereface normface fashion-mnist arcface am-softmax fmnist-dataset loss-function

UpdatedDec 13, 2023
Python

keonlee9420 /Soft-DTW-Loss

PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA

deep-neural-networks deep-learning time-series dtw cuda pytorch dynamic-time-warping soft-dtw loss-function

UpdatedAug 3, 2021
Python

lartpang /mssim.pytorch

A better pytorch-based implementation for the mean structural similarity. Differentiable simpler SSIM and MS-SSIM.

ssim loss-functions structure-similarity ssim-loss loss-function ssim-metric ssim-metrics ssim-pytorch

UpdatedDec 4, 2024
Python

nathanrooy /landscapes

A dependency free library of standardized optimization test functions written in pure Python.

python optimization constrained-optimization tsp multi-objective cost-function traveling-salesman-problem test-functions single-objective loss-function

UpdatedJan 5, 2024
Python

xxxupeng /ADL

[CVPR 2024] Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching

stereo-matching loss-function cvpr2024

UpdatedJun 17, 2025
Python

PerdonLiu /CSE-Autoloss

Seach Losses of our paper 'Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search', accepted by ICLR 2021.

object-detection evolutionary-algorithm automl loss-function

UpdatedMar 24, 2022
Python

estija /Co-VeGAN

Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction

deep-learning mri generative-adversarial-network reconstruction gans keras-models compressive-sensing mri-reconstruction complex-valued-data inverse-problem activation-function loss-function deep-complex-networks

UpdatedDec 15, 2023
Python

arhtur007 /Angular-Triplet-Center-Loss

Angular triplet center loss implementation in Pytorch.

pytorch face-recognition metric-learning speaker-recognition speaker-verification loss-functions face-verification speaker-embeddings speaker-embedding loss-function

UpdatedMar 10, 2021
Python

ZohebAbai /tf-focal-frequency-loss

Tensorflow Implementation of Focal Frequency Loss for Image Reconstruction and Synthesis [ICCV 2021]

image-reconstruction generic generative-adversarial-network gan autoencoder image-generation spade pix2pix frequency-domain frequency-analysis loss variational-autoencoder generative-models image-synthesis loss-function stylegan2 iccv2021

UpdatedMay 30, 2022
Python

rsy6318 /DDF-Loss

Directional Distance Field for Modeling the Difference between 3D Point Clouds

distance-metric loss-function

UpdatedFeb 5, 2024
Python

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).

neural-network density-ratio-estimation kliep loss-function lllr

UpdatedDec 20, 2020
Python

masadcv /PROPEL

Official PyTorch implementation for "PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks"

machine-learning deep-learning regression probabilistic pytorch-implementation loss-function

UpdatedMar 15, 2022
Python

ChenLiu-1996 /AdversarialFocalLoss

Adversarial Focal Loss: Asking Your Discriminator for Hard Examples.

machine-learning computer-vision deep-learning classification focal-loss keypoint-detection loss-function

UpdatedApr 10, 2023

pwlf-milp

gwr3n /pwlf-milp

Piecewise linear approximations for the static-dynamic uncertainty strategy in stochastic lot-sizing

inventory-control mixed-integer-programming loss-function piecewise-linear-approximation static-dynamic-uncertainty

UpdatedOct 20, 2023
Java

yangtiming /SSWS-loss_function_based_on_MS-TCN

Supervised Sliding Window Smoothing Loss Function Based on MS-TCN for Video Segmentation

video-segmentation sliding-window loss-function action-segmentation

UpdatedFeb 1, 2022
Python

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 perceptron loss-function perceptron-trick

UpdatedDec 20, 2023
C++

ZekiZeybek /TNML-surrogate-loss

Tensor-Network Machine Learning with Matrix Product States, trained via a surrogate (projective) loss instead of standard negative log-likelihood

machine-learning matrix-product-states probabilistic-modeling tensor-networks tensor-train dmrg-algorithm loss-function quantum-inspired-algorithm generative-modeling born-machine

UpdatedOct 13, 2025
Python

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.

python machine-learning artificial-intelligence artificial-neural-networks modelling prescriptive-analytics hrm predictive-analytics loss-functions human-resources prediction-intervals loss-function custom-loss-functions prediction-interval

UpdatedMar 15, 2023
Python

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