TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark
☆115Mar 16, 2026Updated 7 months ago
Alternatives and similar repositories for MarsFL
Users that are interested in MarsFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆118Dec 29, 2024Updated last year
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆109Oct 24, 2023Updated 3 years ago
- ICML 2024 - Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning☆11Jul 16, 2024Updated 2 years ago
- Multimodal Large Language Model (MLLM) Tuning Survey: Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model☆102Oct 19, 2026Updated 2 weeks ago
- MAPO: MIXED ADVANTAGE POLICY OPTIMIZATION☆37Sep 24, 2025Updated last year
- 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.
- [NeurIPS'25] Backdoor Cleaning without External Guidance in MLLM Fine-tuning☆21Oct 13, 2025Updated last year
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆19May 29, 2023Updated 3 years ago
- [CVPR'25 Oral & TPAMI'26] LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Model…☆56Aug 28, 2025Updated last year
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆28May 28, 2024Updated 2 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆167Dec 26, 2024Updated last year
- Code of FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference (NeurIPS24)☆12Dec 23, 2025Updated 10 months ago
- NeruIPS2024 - Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated LearningAdd commentMore actions☆11Jun 21, 2025Updated last year
- ☆12Jul 18, 2023Updated 3 years ago
- [CVPR'26] SafeGRPO: Self-Rewarded Multimodal Safety Alignment via Rule-Governed Policy Optimization☆23Feb 19, 2026Updated 8 months 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.
- A curated list of resources dedicated to the safety of Large Vision-Language Models. This repository aligns with our survey titled A Surv…☆223Sep 29, 2026Updated last month
- The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted …☆21Oct 21, 2023Updated 3 years ago
- [CVPR 2024] Code Implementation and Informations about FedAS☆36Feb 4, 2025Updated last year
- ICLR 2023 - FedFA: Federated Feature Augmentation☆60Mar 28, 2023Updated 3 years ago
- ☆52Dec 31, 2024Updated last year
- ☆35Nov 8, 2023Updated 2 years ago
- WHU Academic Calendar☆13Oct 18, 2026Updated 2 weeks ago
- [CVPR'25] EMOE: Modality-Specific Enhanced Dynamic Emotion Experts☆137Jul 12, 2025Updated last year
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,020Oct 18, 2026Updated 2 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Feb 21, 2022Updated 4 years ago
- ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer☆16Jul 12, 2022Updated 4 years ago
- Federated Learning in CVPR2024☆24Jun 6, 2024Updated 2 years ago
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆32May 31, 2023Updated 3 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆69Mar 12, 2025Updated last year
- Implementation of FedBary☆18Mar 24, 2025Updated last year
- [ICML'25 Spotlight] Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models☆60Jan 21, 2026Updated 9 months ago
- I have the Artificial Intelligence knowledge you want.☆21Mar 1, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆29Mar 16, 2024Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 16, 2023Updated 3 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆19Dec 24, 2023Updated 2 years ago
- ☆75Oct 30, 2020Updated 6 years ago
- Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"☆21Dec 17, 2023Updated 2 years ago
- [IEEE TGRS 2024] S3ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Imag…☆41Jul 25, 2024Updated 2 years ago
- ☆12Oct 12, 2024Updated 2 years ago