Alibaba-MIIL / ASL
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
☆732Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ASL
- [ ECCV 2020 Spotlight ] Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets"☆362Updated 2 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆945Updated 3 years ago
- Official implementation of paper "Query2Label: A Simple Transformer Way to Multi-Label Classification".☆414Updated 2 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆784Updated 8 months ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆561Updated 2 months ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆647Updated 2 years ago
- Unofficial PyTorch implementation of "Meta Pseudo Labels"☆383Updated 9 months ago
- Unofficial PyTorch Reimplementation of RandAugment.☆628Updated last year
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆662Updated last year
- Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)☆471Updated last year
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆601Updated 3 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆542Updated 4 years ago
- Code for Noisy Student Training. https://arxiv.org/abs/1911.04252☆752Updated 3 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆262Updated last year
- Pytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"☆426Updated last year
- A curated list of long-tailed recognition resources.☆583Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,159Updated last year
- Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"☆455Updated 4 years ago
- Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper☆732Updated last year
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,214Updated 2 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆976Updated 3 weeks ago
- Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)☆317Updated last year
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆351Updated 2 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆754Updated last year
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆580Updated last year
- A PyTorch Implementation of Focal Loss.☆960Updated 5 years ago
- [NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning☆736Updated 3 years ago
- Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)☆484Updated 10 months ago
- Pytorch version of Vision Transformer (ViT) with pretrained models. This is part of CASL (https://casl-project.github.io/) and ASYML proj…☆342Updated 3 years ago
- This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-N…☆388Updated 2 years ago