Pinned

1. balanced-fl/Addressing-Class-Imbalance-FL balanced-fl/Addressing-Class-Imbalance-FL Public

   This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).

   Python 81 19

2. NTL NTL Public

   This is the code of ICLR 2022 Oral paper 'Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization'.

   Python 27

3. FCIL FCIL Public

   This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.

   Python 92 28

4. FLNK FLNK Public

   Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems to reduce costs, extend their lifespan, and facilitate sustai…

   71 7

5. Data_Centric_AI_IP_Protection Data_Centric_AI_IP_Protection Public

   This is the repository that introduces research topics related to protecting intellectual property (IP) of AI from a data-centric perspective. Such topics include data-centric model IP protection, …

   16 2

6. DRQN_Stock_Trading DRQN_Stock_Trading Public

   This is the code implementation of the paper "Financial Trading as a Game: A Deep Reinforcement Learning Approach".

   Python 60 23