Jack24658735 / FedLGT
[AAAI 2024] Official Implementation of Language-Guided Transformer for Federated Multi-Label Classification
☆15Updated last year
Alternatives and similar repositories for FedLGT:
Users that are interested in FedLGT are comparing it to the libraries listed below
- COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24☆114Updated 3 months ago
- [ECCV 2024] "Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers" (Official Implementation)☆34Updated last week
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆96Updated 2 months ago
- Efficient Dataset Distillation by Representative Matching☆112Updated last year
- ☆113Updated last year
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆27Updated 3 weeks ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆102Updated 2 months ago
- ☆28Updated 10 months ago
- ☆42Updated 3 months ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆102Updated last year
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆92Updated 3 months ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆47Updated last year
- Trying out diffusion training in federated learning setting.☆15Updated last year
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆91Updated 11 months ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆35Updated 11 months ago
- Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024☆191Updated 3 months ago
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆101Updated 9 months ago
- [ICLR 2024] Real-Fake: Effective Training Data Synthesis Through Distribution Matching☆79Updated last year
- This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.☆15Updated 9 months ago
- A pytorch implementation of CVPR24 paper "D4M: Dataset Distillation via Disentangled Diffusion Model"☆27Updated 6 months ago
- ☆16Updated last year
- Code for the ICLR 2024 paper Federated Text-driven Prompt Generation for Vision-Language Models (https://openreview.net/forum?id=NW31gAyl…☆14Updated 10 months ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆50Updated 2 years ago
- [TPAMI] Searching prompt modules for parameter-efficient transfer learning.☆225Updated last year
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆33Updated last year
- [NeurIPS 2024] Official implementation of the paper “Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity"☆9Updated this week
- [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm☆62Updated 2 weeks ago
- Test-time Prompt Tuning (TPT) for zero-shot generalization in vision-language models (NeurIPS 2022))☆166Updated 2 years ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆60Updated 2 years ago
- ☆13Updated 8 months ago