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Search results for long tailed recognition

long-tailed-recognition x

27 search results found

Awesome Of Long Tailed Recognition ⭐ 560

A curated list of long-tailed recognition resources.

Imbalanced Semi Self ⭐ 393

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

Parametric Contrastive Learning ⭐ 220

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

Batchformer ⭐ 210

CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522

Improving Calibration for Long-Tailed Recognition (CVPR2021)

[ICML2022] Contrastive Learning with Boosted Memorization

Multi Domain Imbalance ⭐ 86

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

Ltr Weight Balancing ⭐ 82

CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197

ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)

Records Ltpll ⭐ 42

[ICLR 2023] PyTorch implementation for "Long-Tailed Partial Label Learning via Dynamic Rebalancing"

Tailcalibx ⭐ 32

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

Awesome Long Tailed ⭐ 32

Papers about long-tailed tasks

Localizable Rotation ⭐ 21

Official PyTorch Repository of "Tailoring Self-Supervision for Supervised Learning" (ECCV 2022 Paper)

Official Code for VideoLT: Large-scale Long-tailed Video Recognition (ICCV 2021)

[AAAI 2022 Oral] This is a Pytorch implementation of the AAAI 2022 paper "Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification"

Saddle Longtail ⭐ 13

[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"

Ntu 2022fall Dlcv ⭐ 11

Deep Learning for Computer Vision 深度學習於電腦視覺 by Frank Wang 王鈺強

This is the implementation of our CVPR'23 paper "Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition".

Mosaicos ⭐ 11

Mosaic of Object-centric Images as Scene-centric Images (MosaicOS) for long-tailed object detection and instance segmentation.

Source Code & Datasets for "FBL: Feature-Balanced Loss for Long-Tailed Visual Recognition"

Inverse Image Frequency for long-tailed image recognition. Accepted in Transactions on Image Processing - Arxiv version available at: https://arxiv.org/abs/2209.04861

Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)

VLG: General Video Recognition with Web Textual Knowledge (https://arxiv.org/abs/2212.01638)

Maximum Margin Ldam ⭐ 7

Learning Imbalanced Datasets With Maximum Margin Losss

Longtail Buzz ⭐ 6

🐝 Explore Trending Long-Tail Papers at CVPR and ICCV

[ECCV2022] Source Code for "Improving GANs for Long-Tailed Data through Group Spectral Regularization"

Official PyTorch Repository of "Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition" (AAAI 2023 Oral Paper) and Imbalanced-MiniKinetics200 dataset.

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