Alternatives and similar repositories for CAL:

Users that are interested in CAL are comparing it to the libraries listed below

• weijiaheng / Multi-class-Peer-Loss-functions
  Learning with Noisy Labels by adopting a peer prediction loss function (deep learning & multi-class version).
  ☆19Updated 2 years ago
• UCSC-REAL / cifar-10-100n
  Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.
  ☆173Updated last year
• UCSC-REAL / negative-label-smoothing
  [ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"
  ☆96Updated 2 years ago
• OatmealLiu / class-iNCD
  PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)
  ☆119Updated 6 months ago
• wangren09 / MetaAdv
  ☆58Updated last year
• Wangt-CN / IP-IRM
  [NeurIPS 2021 Spotlight] The PyTorch implementation of paper "Self-Supervised Learning Disentangled Group Representation as Feature"
  ☆121Updated last year
• Justherozen / ProMix
  [IJCAI 2023] ProMix: Combating Label Noise via Maximizing Clean Sample Utility
  ☆78Updated 10 months ago
• yxymessi / H2E-Framework
  [ECCV2022,oral] Identifying Hard Noise in Long-Tailed Sample Distribution
  ☆72Updated 2 years ago
• weijiaheng / Robust-f-divergence-measures
  [ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"
  ☆67Updated 2 years ago
• Jianf-Wang / RSG
  A Pytorch implementation of CVPR 2021 paper "RSG: A Simple but Effective Module for Learning Imbalanced Datasets"
  ☆106Updated 3 years ago
• weijiaheng / Drops
  [ICLR 2023] Official Tensorflow implementation of "Distributionally Robust Post-hoc Classifiers under Prior Shifts"
  ☆34Updated last year
• OatmealLiu / MSc-iNCD
  [ICPR'24 Oral] Large-scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery
  ☆43Updated 8 months ago
• mashijie1028 / Happy-CGCD
  Official code for NeurIPS 2024 paper "Happy: A Debiased Learning Framework for Continual Generalized Category Discovery"
  ☆36Updated 2 weeks ago
• ZhenchaoTang / Fine-grainedImageClassification
  Weakly Supervised Posture Mining with Reverse Cross-entropy for Fine-grained Classification
  ☆27Updated last year
• ChongjianGE / CARE
  [NeurIPS 2021] Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning
  ☆110Updated 3 years ago
• mashijie1028 / ActiveGCD
  Official code for CVPR 2024 paper "Active Generalized Category Discovery"
  ☆50Updated 5 months ago
• Jianf-Wang / NP-Match
  A Pytorch implementation of ICML 2022 paper "NP-Match: When Neural Processes meet Semi-Supervised Learning"
  ☆99Updated last year
• YuehuaZhu / ProxyGML
  Official PyTorch Implementation of ProxyGML Loss for Deep Metric Learning, NeurIPS 2020 (spotlight)
  ☆56Updated 3 years ago
• darkpromise98 / IAA
  [TMM-2022] Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning, IEEE Transactions on Multimedia (T-MM), 2…
  ☆29Updated last year
• ForeverPs / Robust-Classification
  CVPR 2022 Workshop Robust Classification
  ☆78Updated 2 years ago
• wangguanan / Pytorch-Basic-GANs
  Simple Pytorch implementations of most used Generative Adversarial Network (GAN) varieties.
  ☆85Updated 5 years ago
• MingXiangL / SPE
  Official implementation of ECCV2022 paper End-to-End Weakly Supervised Object Detection with Sparse Proposal Evolution
  ☆103Updated last year
• weijiaheng / Credible-sample-elicitation
  [AISTATS2021] Official implementation of "Sample Elicitation"
  ☆29Updated 3 years ago
• joffery / TRO
  The Pytorch implementation for "Topology-aware Robust Optimization for Out-of-Distribution Generalization" (ICLR 2023)
  ☆25Updated 2 years ago
• UCSC-REAL / SimiFeat
  ☆74Updated last year
• FlyingRoastDuck / ACT_AAAI20
  code for AAAI 2020 paper "ACT"
  ☆90Updated last year
• liangnjupt / Multi-Attention-CNN-pytorch
  ☆43Updated 3 years ago
• UCSC-REAL / DS2
  [ICLR 2025] Improving Data Efficiency via Curating LLM-Driven Rating Systems
  ☆49Updated this week
• Jianf-Wang / NP-SemiSeg
  A Pytorch implementation of ICML 2023 paper "NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation"
  ☆36Updated last year
• Wenlve-Zhou / VLP-UDA
  (TCSVT 2024) Unsupervised Domain Adaption Harnessing Vision-Language Pre-training
  ☆36Updated 8 months ago