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@ZJLAB-AMMI

Fundamental & Deep Learning (FDL) Team, Zhejiang Lab

Theoretical and algorithmic research on open-world learning and decision-making problems

Popular repositories

  1. LLM4RL LLM4RL Public

    A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM

    Python 50 10

  2. Q-Net Q-Net Public

    Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation

    Jupyter Notebook 36 5

  3. Restormer-Plus Restormer-Plus Public

    Code to implement Restormer-Plus, the Runner-up Solution to the GT-RAIN Challenge (CVPR 2023 UG2+ Track 3)

    Python 11 2

  4. LLM4Teach LLM4Teach Public

    Python code to implement LLM4Teach, a policy distillation approach for teaching reinforcement learning agents with Large Language Model

    Python 10 2

  5. PSWA PSWA Public

    Python codes to implement the periodic stochastic weight averaging (PSWA) algorithm

    Python 4 1

  6. HS-OMRL HS-OMRL Public

    Python code to implement hard sampling based task representation learning for robust offline meta RL

    Python 3 1

Repositories

Showing 10 of 17 repositories
  • LLM4RL Public

    A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM

    Python 50 10 2 0 Updated Apr 24, 2024
  • LLM4Teach Public

    Python code to implement LLM4Teach, a policy distillation approach for teaching reinforcement learning agents with Large Language Model

    Python 10 2 0 1 Updated Apr 19, 2024
  • DGOL Public
    0 0 0 0 Updated Apr 10, 2024
  • CO3 Public

    Python code to implement CO3, a fundamental-model based approach for open-world few-shot learning.

    0 0 0 0 Updated Jan 5, 2024
  • VAE4OOD Public

    Python code to implement an efficient approach to unsupervised OOD detection with VAE

    Python 1 Apache-2.0 0 0 0 Updated Jan 3, 2024
  • Q-Net Public

    Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation

    Jupyter Notebook 36 5 1 0 Updated Dec 5, 2023
  • LSD Public

    Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models

    Python 1 1 0 0 Updated Aug 31, 2023
  • HS-OMRL Public

    Python code to implement hard sampling based task representation learning for robust offline meta RL

    Python 3 1 0 0 Updated Aug 8, 2023
  • Restormer-Plus Public

    Code to implement Restormer-Plus, the Runner-up Solution to the GT-RAIN Challenge (CVPR 2023 UG2+ Track 3)

    Python 11 MIT 2 1 0 Updated Jul 18, 2023
  • CKIM Public

    Python code to implement a commonsense knowledge inference module (CKIM) assisted deep learning method for visual object detection

    Python 1 0 0 0 Updated Jun 8, 2023

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