weijiaheng / Multi-class-Peer-Loss-functionsLinks
Learning with Noisy Labels by adopting a peer prediction loss function (deep learning & multi-class version).
☆19Updated 2 years ago
Alternatives and similar repositories for Multi-class-Peer-Loss-functions
Users that are interested in Multi-class-Peer-Loss-functions are comparing it to the libraries listed below
Sorting:
- [ICLR 2023] Official Tensorflow implementation of "Distributionally Robust Post-hoc Classifiers under Prior Shifts"☆34Updated last year
- PyTorch Implementation of ECCV 2022 paper: "DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training".☆39Updated 2 years ago
- [ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"☆67Updated 2 years ago
- [ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"☆96Updated 2 years ago
- A Second-Order Approach to Learning with Instance-Dependent Label Noise (CVPR'21 oral)☆42Updated 2 years ago
- [AISTATS2021] Official implementation of "Sample Elicitation"☆29Updated 4 years ago
- [ICPR'24 Oral] Large-scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery☆43Updated 11 months ago
- ☆58Updated last year
- A Pytorch implementation of ICML 2022 paper "NP-Match: When Neural Processes meet Semi-Supervised Learning"☆98Updated last year
- Deep Learning - Robustness - Immune System☆13Updated 3 years ago
- BAL: Balancing Diversity and Novelty for Active Learning - Official Pytorch Implementation☆40Updated last year
- ☆33Updated 4 months ago
- [ICLR 2025] Improving Data Efficiency via Curating LLM-Driven Rating Systems☆94Updated 2 months ago
- Code for our paper "Towards Trustworthy Dataset Distillation" (Pattern Recognition 2025)☆13Updated 5 months ago
- (TCSVT 2024) Unsupervised Domain Adaption Harnessing Vision-Language Pre-training☆37Updated 10 months ago
- [TMM-2022] Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning, IEEE Transactions on Multimedia (T-MM), 2…☆29Updated last year
- Weakly Supervised Posture Mining with Reverse Cross-entropy for Fine-grained Classification☆27Updated 2 years ago
- The Pytorch implementation for "Topology-aware Robust Optimization for Out-of-Distribution Generalization" (ICLR 2023)☆28Updated 2 months ago
- A Pytorch implementation of ICML 2023 paper "NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation"☆36Updated last year
- UNet series network architectures (UNet, R2UNet, Attention UNet, Nested UNet, Tiny UNet etc.), combined with joint training of YOLO and o…☆63Updated last year
- [TPAMI] Locating and Counting Heads in Crowds With a Depth Prior