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@ZJLAB-AMMI

Fundamental & Deep Learning (FDL) Team

Theoretical and Algorithmic Research on Open-world Learning and Decision-Making

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  1. LLM4RL LLM4RL Public

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

    Python 65 13

  2. LLM4Teach LLM4Teach Public

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

    Python 26 13

  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. PSWA PSWA Public

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

    Python 6 1

  5. E2E-Spot-MBS E2E-Spot-MBS Public

    Code to implement the Runner-up Solution to the CVPR'23 SoccerNet Challenge (Ball Action Spotting Task)

    Python 6 3

  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 16 repositories
  • DGOL Public
    ZJLAB-AMMI/DGOL’s past year of commit activity
    0 0 1 0 Updated Dec 9, 2024
  • Restormer-Plus Public

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

    ZJLAB-AMMI/Restormer-Plus’s past year of commit activity
    Python 11 MIT 2 1 0 Updated Oct 11, 2024
  • LLM4RL Public

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

    ZJLAB-AMMI/LLM4RL’s past year of commit activity
    Python 65 13 1 0 Updated Aug 22, 2024
  • LLM4Teach Public

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

    ZJLAB-AMMI/LLM4Teach’s past year of commit activity
    Python 26 13 2 1 Updated Apr 19, 2024
  • CO3 Public

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

    ZJLAB-AMMI/CO3’s past year of commit activity
    0 0 0 0 Updated Jan 5, 2024
  • VAE4OOD Public

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

    ZJLAB-AMMI/VAE4OOD’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Jan 3, 2024
  • LSD Public

    Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models

    ZJLAB-AMMI/LSD’s past year of commit activity
    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

    ZJLAB-AMMI/HS-OMRL’s past year of commit activity
    Python 3 1 0 0 Updated Aug 8, 2023
  • CKIM Public

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

    ZJLAB-AMMI/CKIM’s past year of commit activity
    Python 1 0 0 0 Updated Jun 8, 2023
  • DeMix Public

    Python codes to implement DeMix, a DETR assisted CutMix method for image data augmentation

    ZJLAB-AMMI/DeMix’s past year of commit activity
    Python 0 0 0 0 Updated Jun 7, 2023

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