FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients
☆33Jul 11, 2023Updated 3 years ago
Alternatives and similar repositories for FedUL
Users that are interested in FedUL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data".☆28May 7, 2019Updated 7 years ago
- [ICML 2024] Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical☆13May 12, 2024Updated 2 years ago
- Official PyTorch Implementation of Federated Learning with Positive and Unlabeled Data☆10Aug 12, 2022Updated 4 years ago
- [ICLR 2025 Spotlight] Realistic Evaluation of Deep Partial-Label Learning Algorithms☆15Feb 2, 2025Updated last year
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆41Oct 9, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- End-to-end codebase for finetuning LLMs (LLaMA 2, 3, etc.) with or without DP☆17Sep 23, 2024Updated last year
- ☆18Jun 13, 2023Updated 3 years ago
- ☆40Sep 25, 2023Updated 2 years ago
- (IEEE TVCG) Voxel for 4D Novel View Synthesis☆33Oct 11, 2023Updated 2 years ago
- ☆17Oct 12, 2023Updated 2 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- [NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zh…☆21Oct 1, 2022Updated 3 years ago
- Official Code for ICLR2022 Paper: Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap☆28Sep 28, 2025Updated 10 months ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆264Apr 1, 2021Updated 5 years ago
- [SatML 2024] Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk☆16Mar 15, 2025Updated last year
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆15Mar 24, 2022Updated 4 years ago
- [NeurIPS 2025] The official repo of "DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding".☆31Feb 7, 2026Updated 6 months ago
- [KDD'22] Partial Label Learning with Discrimination Augmentation☆10May 21, 2024Updated 2 years ago
- ☆33Mar 4, 2024Updated 2 years ago
- [ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization☆274Nov 13, 2025Updated 9 months ago
- [NeurIPS'20] Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization☆21May 29, 2022Updated 4 years ago
- [NeurIPS 2022] "Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks"☆13Nov 11, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆29Jan 16, 2023Updated 3 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated 2 years ago
- ☆23Jan 22, 2025Updated last year
- ☆55Jun 22, 2021Updated 5 years ago
- ☆11Feb 7, 2023Updated 3 years ago
- This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint…☆81Apr 25, 2022Updated 4 years ago
- FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion (NeurIPS 2024 Spotlight)☆15Mar 31, 2025Updated last year
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆14Oct 12, 2023Updated 2 years ago
- Conformal Prediction + Federated Learning☆16Mar 16, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning (ICLR 2026)☆15Feb 24, 2026Updated 5 months ago
- ☆12Jun 8, 2021Updated 5 years ago
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 3 years ago
- [NeurIPS 2017] [ICML 2019] Code for complementary-label learning☆50Aug 17, 2025Updated 11 months ago
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆43Nov 16, 2022Updated 3 years ago
- [EMNLP 2025 Main] The official repo of MMLU-ProX benchmark.☆29Aug 26, 2025Updated 11 months ago
- [ICLR 2023] Official JAX/Haiku implementation of the paper "Differentially Private Adaptive Optimization with Delayed Preconditioners"☆16Dec 14, 2022Updated 3 years ago