CoinCheung / pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
☆2,240Updated 6 months ago
Alternatives and similar repositories for pytorch-loss:
Users that are interested in pytorch-loss are comparing it to the libraries listed below
- A PyTorch Implementation of Focal Loss.☆982Updated 5 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆989Updated 6 months ago
- Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"☆2,138Updated 2 years ago
- PyTorch implementation of Contrastive Learning methods☆1,979Updated last year
- A quickstart and benchmark for pytorch distributed training.☆1,661Updated 9 months ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,932Updated 2 years ago
- mixup: Beyond Empirical Risk Minimization☆1,178Updated 3 years ago
- PyTorch implementation of SENet☆2,317Updated 4 years ago
- Awesome Knowledge-Distillation. 分类整理的 知识蒸馏paper(2014-2021)。☆2,577Updated last year
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,321Updated last year
- ResNeSt: Split-Attention Networks☆3,254Updated 2 years ago
- A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.☆2,301Updated 3 weeks ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,686Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆967Updated 3 years ago
- Flops counter for neural networks in pytorch framework☆2,888Updated 3 months ago
- PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882☆2,038Updated 2 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,268Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations☆2,394Updated last year
- A curated list of resources for Learning with Noisy Labels☆2,678Updated this week
- Count the MACs / FLOPs of your PyTorch model.☆4,983Updated 9 months ago
- Codebase for Image Classification Research, written in PyTorch.☆2,153Updated last year
- My best practice of training large dataset using PyTorch.☆1,097Updated 11 months ago
- A CV toolkit for my papers.☆2,049Updated 4 months ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆797Updated last year
- Official Pytorch implementation of CutMix regularizer☆1,237Updated 4 years ago
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,970Updated this week
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,341Updated last year
- [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator☆1,308Updated 3 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,322Updated 4 years ago
- Non-official implement of Paper:CBAM: Convolutional Block Attention Module☆1,401Updated last year