XinshaoAmosWang / ProSelfLC-ATView external linksLinks
noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.
☆59Aug 7, 2022Updated 3 years ago
Alternatives and similar repositories for ProSelfLC-AT
Users that are interested in ProSelfLC-AT are comparing it to the libraries listed below
Sorting:
- Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.☆31Dec 23, 2022Updated 3 years ago
- ☆26Jun 25, 2021Updated 4 years ago
- Generalizable Semantic Segmentation viaModel-agnostic Learning and Target-specificNormalization☆28Apr 21, 2020Updated 5 years ago
- accepted at ICCV 2021☆21Feb 10, 2025Updated last year
- Experiments on meta-learning algorithms to solve few-shot domain adaptation☆10Aug 5, 2021Updated 4 years ago
- ☆13Oct 8, 2021Updated 4 years ago
- TPAMI: Classification with noisy labels by importance reweighting.☆40Oct 4, 2019Updated 6 years ago
- Code for paper "Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning", Ren et al., NeurIPS'20☆25Jan 10, 2021Updated 5 years ago
- A comprehensive overview of Data Distillation and Condensation (DDC). DDC is a data-centric task where a representative (i.e., small but …☆13Dec 1, 2022Updated 3 years ago
- A set of processes/pipelines for bioinformatics☆14Updated this week
- Union-set Multi-source Model Adaptation for Semantic Segmentation☆12Oct 24, 2022Updated 3 years ago
- Code for "Few Shot Domain Adaptation for Low Light RAW Image Enhancement" BMVC 2021 Best Student Paper Award Runner Up☆12Aug 15, 2023Updated 2 years ago
- ☆13Jan 15, 2024Updated 2 years ago
- Semi-Supervised Fine-Grained Recognition Challenge at FGVC8☆29Nov 24, 2021Updated 4 years ago
- A collection of research materials on explainable generative models☆20Jan 26, 2026Updated 3 weeks ago
- ☆15Feb 22, 2022Updated 3 years ago
- Temporary Discriminator GAN☆14Jul 21, 2020Updated 5 years ago
- This is the official PyTorch implementation of the paper "Rethinking Re-Sampling in Imbalanced Semi-Supervised Learning" (Ju He, Adam Kor…☆26Nov 18, 2021Updated 4 years ago
- Code paper Uncertainty Reduction for Uncertainty Reduction for Model Adaptation in Semantic Segmentation at CVPR 2021☆52Sep 12, 2022Updated 3 years ago
- CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021☆128Sep 10, 2021Updated 4 years ago
- Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification☆82Jun 9, 2021Updated 4 years ago
- ☆14Jan 7, 2023Updated 3 years ago
- XCon: Learning with Experts for Fine-grained Category Discovery☆19Dec 19, 2022Updated 3 years ago
- DeepNCM: Deep Nearest Class Mean Classifiers☆13Dec 20, 2018Updated 7 years ago
- Class Balancing GAN with a Classifier In The Loop (UAI 2021)☆12Feb 11, 2022Updated 4 years ago
- Official code for "Mean Shift for Self-Supervised Learning"☆56Oct 12, 2021Updated 4 years ago
- Pytorch Implementation of PermutedAdaIN☆36Mar 29, 2021Updated 4 years ago
- Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels☆300May 22, 2023Updated 2 years ago
- Code for ICML 2023 paper "When and How Does Known Class Help Discover Unknown Ones? Provable Understandings Through Spectral Analysis"☆14Jun 24, 2023Updated 2 years ago
- ☆13Apr 7, 2022Updated 3 years ago
- The iNaturalist Localization Dataset from "On Label Granularity and Object Localization" (ECCV 2022).☆15Aug 1, 2023Updated 2 years ago
- CVPR 2022: Selective-Supervised Contrastive Learning with Noisy Labels☆95Mar 28, 2022Updated 3 years ago
- The first contrastive learning work for Active Learning.☆18Mar 8, 2023Updated 2 years ago
- self ensemble label correction☆17Jul 29, 2022Updated 3 years ago
- An unofficial personal implementation of UM-Adapt, specifically to tackle joint estimation of panoptic segmentation and depth prediction …☆16Oct 4, 2023Updated 2 years ago
- [AAAI 21] Utilizing meta-learning to correct the noisy labels.☆15Apr 26, 2021Updated 4 years ago
- Self-Supervised Domain Adaptation with Consistency Training☆19Oct 28, 2020Updated 5 years ago
- Official Implementation of Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation https://arxiv.org/abs/2105.05013☆38Apr 27, 2022Updated 3 years ago
- Crowdsourcing metrics and test datasets beyond ImageNet (ICML 2022 workshop)☆38May 16, 2024Updated last year