Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Long Tailed Recognition Open Source Projects

Open source projects categorized as Long Tailed Recognition
Categories > Long Tailed Recognition
Awesome Of Long Tailed Recognition ⭐ 560
A curated list of long-tailed recognition resources.
most recent commit a year ago
Imbalanced Semi Self ⭐ 393
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
most recent commit 3 years ago
Parametric Contrastive Learning ⭐ 220
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
most recent commit 4 months ago
Batchformer ⭐ 210
CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
most recent commit a year ago
Mislas ⭐ 133
Improving Calibration for Long-Tailed Recognition (CVPR2021)
most recent commit 3 years ago
Bcl ⭐ 104
[ICML2022] Contrastive Learning with Boosted Memorization
most recent commit a year ago
Multi Domain Imbalance ⭐ 86
[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
most recent commit a year ago
Ltr Weight Balancing ⭐ 82
CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197
most recent commit a year ago
Reslt ⭐ 50
ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)
most recent commit 7 months ago
Records Ltpll ⭐ 42
[ICLR 2023] PyTorch implementation for "Long-Tailed Partial Label Learning via Dynamic Rebalancing"
most recent commit a year ago
Tailcalibx ⭐ 32
Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
most recent commit 2 years ago
Awesome Long Tailed ⭐ 32
Papers about long-tailed tasks
most recent commit a year ago
Localizable Rotation ⭐ 21
Official PyTorch Repository of "Tailoring Self-Supervision for Supervised Learning" (ECCV 2022 Paper)
most recent commit a year ago
Videolt ⭐ 19
Official Code for VideoLT: Large-scale Long-tailed Video Recognition (ICCV 2021)
most recent commit 2 years ago
Xerm ⭐ 18
[AAAI 2022 Oral] This is a Pytorch implementation of the AAAI 2022 paper "Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification"
most recent commit 2 years ago
Saddle Longtail ⭐ 13
[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"
most recent commit 8 months ago
Ntu 2022fall Dlcv ⭐ 11
Deep Learning for Computer Vision 深度學習於電腦視覺 by Frank Wang 王鈺強
most recent commit 9 months ago
Cc Sam ⭐ 11
This is the implementation of our CVPR'23 paper "Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition".
most recent commit 6 months ago
Mosaicos ⭐ 11
Mosaic of Object-centric Images as Scene-centric Images (MosaicOS) for long-tailed object detection and instance segmentation.
most recent commit 3 years ago
Fbl ⭐ 11
Source Code & Datasets for "FBL: Feature-Balanced Loss for Long-Tailed Visual Recognition"
most recent commit 2 years ago
Iif ⭐ 10
Inverse Image Frequency for long-tailed image recognition. Accepted in Transactions on Image Processing - Arxiv version available at: https://arxiv.org/abs/2209.04861
most recent commit 8 months ago
Shike ⭐ 9
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)
most recent commit 10 months ago
Vlg ⭐ 8
VLG: General Video Recognition with Web Textual Knowledge (https://arxiv.org/abs/2212.01638)
most recent commit 5 months ago
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.