[CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition
☆61Dec 11, 2022Updated 3 years ago
Alternatives and similar repositories for MetaSAug
Users that are interested in MetaSAug are comparing it to the libraries listed below
Sorting:
- Code for: Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification☆27May 9, 2025Updated 10 months ago
- [CVPR 2021 Oral] Code release for "Transferable Semantic Augmentation for Domain Adaptation"☆76Mar 25, 2021Updated 4 years ago
- Code for our paper: Samuel and Chechik, "Distributional Robustness Loss for Long-tail Learning"☆32Jan 2, 2022Updated 4 years ago
- [CVPR 2020] Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective☆24Aug 13, 2020Updated 5 years ago
- [NIPS 2021] Code release for "Pareto Domain Adaptation"☆11Dec 13, 2021Updated 4 years ago
- ☆48Feb 10, 2023Updated 3 years ago
- [ICCV 2021] Code release for "Semantic Concentration for Domain adaptation"☆22Aug 23, 2021Updated 4 years ago
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆272Apr 8, 2023Updated 2 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆593Apr 23, 2021Updated 4 years ago
- [TPAMI 2021] Code release for "Generalized Domain Conditioned Adaptation Network" https://arxiv.org/abs/2103.12339☆44Jun 22, 2022Updated 3 years ago
- Official implementation for "Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noi…☆15Jun 11, 2022Updated 3 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆153Nov 10, 2021Updated 4 years ago
- [AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406☆91Nov 4, 2023Updated 2 years ago
- Official Implementation of Curriculum of Data Augmentation for Long-tailed Recognition (CUDA) (ICLR'23 Spotlight)☆23May 26, 2023Updated 2 years ago
- Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)☆118Nov 23, 2021Updated 4 years ago
- [NeurIPS 2024] Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation☆22Mar 15, 2025Updated last year
- 🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]☆30Oct 26, 2024Updated last year
- [ CVPR 2021 Oral ] Pytorch implementation for "Adversarial Robustness under Long-Tailed Distribution"☆104Jun 17, 2021Updated 4 years ago
- A curated list of long-tailed recognition resources.☆582Jun 13, 2023Updated 2 years ago
- Code release for "Dynamic Domain Adaptation for Efficient Inference" (CVPR 2021)☆34Jan 26, 2022Updated 4 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆974Oct 12, 2021Updated 4 years ago
- PyTorch implementation of the paper: Long-tail Learning via Logit Adjustment☆117Sep 7, 2021Updated 4 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆698Dec 25, 2021Updated 4 years ago
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆165Oct 4, 2022Updated 3 years ago
- (CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet …☆63Jun 12, 2020Updated 5 years ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆63Nov 7, 2023Updated 2 years ago
- ACMMM2021 paper "I2V-GAN: Unpaired Infrared-to-Visible Video Translation"☆126Feb 11, 2022Updated 4 years ago
- [ECCV 2022] Tackling Long-Tailed Category Distribution Under Domain Shifts☆25Nov 29, 2022Updated 3 years ago
- [ECCV2022] The PyTorch implementation of paper "Equivariance and Invariance Inductive Bias for Learning from Insufficient Data"☆19Oct 12, 2022Updated 3 years ago
- A PyTorch implementation of the paper Targeted Supervised Contrastive Learning for Long-tailed Recognition☆104Aug 14, 2023Updated 2 years ago
- Fair Attribute Classification through Latent Space De-biasing (CVPR 2021)☆72Jun 18, 2021Updated 4 years ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆259Jul 21, 2025Updated 8 months ago
- ☆15Oct 2, 2022Updated 3 years ago
- [CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic S…☆151Oct 22, 2023Updated 2 years ago
- [ECCV2022] Gumbel Optimised Loss for Long Tailed Instance Segmentation.☆18Nov 24, 2022Updated 3 years ago
- CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197☆128Nov 30, 2024Updated last year
- Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)☆40Mar 9, 2024Updated 2 years ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆572Jan 6, 2026Updated 2 months ago
- ☆11Jul 21, 2023Updated 2 years ago