loss-function | Topic | Ecosyste.ms: Repos

Topic: "loss-function"

bnu-wangxun/Deep_Metric

Deep Metric Learning

Language: Python - Size: 135 KB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 782 - Forks: 146

EndlessSora/focal-frequency-loss

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

Language: Python - Size: 4.93 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 678 - Forks: 64

cvqluu/Angular-Penalty-Softmax-Losses-Pytorch

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

Language: Python - Size: 9.35 MB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 487 - Forks: 93

keonlee9420/Soft-DTW-Loss

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

Language: Python - Size: 264 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 88 - Forks: 9

xxxupeng/ADL

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

Language: Python - Size: 1.38 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 65 - Forks: 0

nathanrooy/landscapes

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

Language: Python - Size: 1.82 MB - Last synced at: 8 days ago - Pushed at: 11 days ago - Stars: 62 - Forks: 13

PerdonLiu/CSE-Autoloss

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

Language: Python - Size: 6.81 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 56 - Forks: 6

lartpang/mssim.pytorch

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

Language: Python - Size: 50.8 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 2

ZohebAbai/tf-focal-frequency-loss

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

Language: Python - Size: 10.7 KB - Last synced at: 29 days ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 1

arhtur007/Angular-Triplet-Center-Loss

Angular triplet center loss implementation in Pytorch.

Language: Python - Size: 2.93 KB - Last synced at: almost 3 years ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 3

rsy6318/DDF-Loss

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

Language: Python - Size: 879 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

masadcv/PROPEL

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

Language: Python - Size: 2.74 MB - Last synced at: 29 days ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 0

estija/Co-VeGAN

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

Language: Python - Size: 102 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

ChenLiu-1996/AdversarialFocalLoss

Adversarial Focal Loss: Asking Your Discriminator for Hard Examples.

Size: 51.5 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

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).

Language: Python - Size: 1.73 MB - Last synced at: almost 3 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

yangtiming/SSWS-loss_function_based_on_MS-TCN

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

Language: Python - Size: 250 MB - Last synced at: almost 3 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

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

Language: C++ - Size: 26.4 KB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

gwr3n/pwlf-milp

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

Language: Java - Size: 1.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

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.

Language: Python - Size: 2.56 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

Decadz/Sparse-Label-Smoothing-Regularization

PyTorch code for Sparse Label Smoothing Regularization presented in "Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning" (TPAMI-2023). Paper Link: https://arxiv.org/abs/2209.08907

Language: Python - Size: 1.13 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

abdoush/SurvLossEvo

Evolutionary search for survival analysis loss function for neural networks

Language: Jupyter Notebook - Size: 974 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

m92vyas/Implementing_Attention_Mechanism_Language_Translation

Language: Jupyter Notebook - Size: 48.4 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

SAI-SRINIVASA-SUBRAMANYAM/machine_practices_problems

Language: Jupyter Notebook - Size: 37.1 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

gugarosa/loss_programming

📄 Official implementation regarding the paper "Programmatically Evolving Losses in Machine Learning".

Language: Python - Size: 101 KB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

henrylee97/isl 📦

Inverse Supervised Learning

Language: Python - Size: 61.5 KB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0