Fundamental & Deep Learning (FDL) Team

All

16 repositories

DGOL
Public
0•0•1•0•Updated Dec 9, 2024Dec 9, 2024
Restormer-Plus
Public
Code to implement Restormer-Plus, the Runner-up Solution to the GT-RAIN Challenge (CVPR 2023 UG2+ Track 3)
transformer deraining restormer gt-rain
Python
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MIT License
•2•11•1•0•Updated Oct 11, 2024Oct 11, 2024
LLM4RL
Public
A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM
reinforcement-learning interaction ppo llm vicuna-7b vicuna-13b
Python
•13•66•1•0•Updated Aug 22, 2024Aug 22, 2024
LLM4Teach
Public
Python code to implement LLM4Teach, a policy distillation approach for teaching reinforcement learning agents with Large Language Model
reinforcement-learning minigrid agents distillation embodied-agent decison-making llm
Python
•13•26•2•1•Updated Apr 19, 2024Apr 19, 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, 2024Jan 5, 2024
VAE4OOD
Public
Python code to implement an efficient approach to unsupervised OOD detection with VAE
kolmogorov-complexity ood-detection deep-learning vae unsupervised-learning variational-autoencoder
Python
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Apache License 2.0
•0•1•0•0•Updated Jan 3, 2024Jan 3, 2024
LSD
Public
Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models
deep-learning image-recognition ensemble-learning labeling ensemble-model pytorch adversarial-attacks
Python
•1•1•0•0•Updated Aug 31, 2023Aug 31, 2023
HS-OMRL
Public
Python code to implement hard sampling based task representation learning for robust offline meta RL
reinforcement-learning-algorithms importance-sampling imbalanced-learning meta-reinforcement-learning offline-reinforcement-learning
Python
•1•3•0•0•Updated Aug 8, 2023Aug 8, 2023
CKIM
Public
Python code to implement a commonsense knowledge inference module (CKIM) assisted deep learning method for visual object detection
yolo object-detection edge-detection-algorithm edge-computing fine-grained-visual-categorization knowledge-informed-machine-learning deep-learning
Python
•0•1•0•0•Updated Jun 8, 2023Jun 8, 2023
DeMix
Public
Python codes to implement DeMix, a DETR assisted CutMix method for image data augmentation
transformer classification resnet ms-coco mixup cutmix-augmentation detection-transformer
Python
•0•0•0•0•Updated Jun 7, 2023Jun 7, 2023
E2E-Spot-MBS
Public
Code to implement the Runner-up Solution to the CVPR'23 SoccerNet Challenge (Ball Action Spotting Task)
ensemble-learning ensemble-model fine-grained video-event-recognition ball-action-spotting
Python
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MIT License
•3•6•0•0•Updated Jun 5, 2023Jun 5, 2023
ENTM
Public
0•0•0•0•Updated Apr 25, 2023Apr 25, 2023
PSWA
Public
Python codes to implement the periodic stochastic weight averaging (PSWA) algorithm
deep-neural-networks deep-learning optimization-algorithms loss-functions stochastic-gradient-descent averaging
Python
•1•6•0•0•Updated May 17, 2022May 17, 2022
PFGE
Public
Python codes to implement the PFGE algorithm
dnn uncertainty ensemble-learning optimization-algorithms generalization
Python
•1•0•0•0•Updated Apr 25, 2022Apr 25, 2022
msp
Public
Source code of mentioned slot pool
Python
•1•0•0•0•Updated Apr 24, 2022Apr 24, 2022
WordNet
Public
WordNet Python Interface
Python
•0•0•0•0•Updated Oct 20, 2021Oct 20, 2021