shiranzada / pure-noise
Official implementation for "Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images" https://arxiv.org/abs/2112.08810
☆15Updated 2 years ago
Alternatives and similar repositories for pure-noise:
Users that are interested in pure-noise are comparing it to the libraries listed below
- official source code for the Paper: **Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment** based on Pytorch.☆39Updated last month
- This is the implementation of our CVPR'23 paper "Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition".☆20Updated last year
- [ICCV 2023 Oral] IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization☆48Updated last year
- Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)☆36Updated last year
- ☆15Updated 2 years ago
- Code for "Balanced Knowledge Distillation for Long-tailed Learning"☆27Updated last year
- ☆25Updated last year
- Code for Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning (NeurIPS 2022).☆42Updated 2 years ago
- CVPR 2022: Selective-Supervised Contrastive Learning with Noisy Labels☆91Updated 3 years ago
- Code release for "Cycle Self-Training for Domain Adaptation" (NeurIPS 2021)☆53Updated 3 years ago
- A PyTorch-based library for On Learning Contrastive Representations for Learning With Noisy Labels (CVPR'22)☆44Updated 2 years ago
- Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (I…☆44Updated last year
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆61Updated last year
- NeurIPS 2021, "Fine Samples for Learning with Noisy Labels"☆39Updated 3 years ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Updated last year
- Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning TPAMI 2023☆21Updated 10 months ago
- PyTorch implementation of the paper "Trustworthy Long-Tailed Classification" (CVPR 2022)☆61Updated last year
- Code implementation for the paper: Supervised Masked Knowledge Distillation for Few-Shot Transformers☆40Updated 2 years ago
- CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning☆22Updated last year
- This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.☆86Updated last year
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆39Updated last year
- SimMatch: Semi-supervised Learning with Similarity Matching☆91Updated last year
- [TNNLS 2023] Disentangled Feature Representation for Few-shot Image Classification☆20Updated last year
- This is the official repo for our CVPR22 paper: Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels.☆18Updated last year
- Weakly Supervised Contrastive Learning☆41Updated 3 years ago
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆69Updated last year
- This repo provides the codebase for "A General Framework for Weak Supervision"☆34Updated 10 months ago
- [ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition☆50Updated 8 months ago
- The offical implement of ImbSAM (Imbalanced-SAM)☆22Updated last year
- [CVPR 2023] Regularizing Second-Order Influences for Continual Learning☆34Updated last year