Bin Liu's repositories
MarginalLikelihoodEstimator
Matlab code for the adaptive annealed importance sampling based marginal likelihood estimator.
AAIS_for_Rastrigin
Adaptive annealed importance sampling method with application to sampling from a Rastrigin function type posterior
AdversarialEnsembleDNN
Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models
E2E-Spot-MBS
Code to implement the Runner-up Solution to the CVPR'23 SoccerNet Challenge (Ball Action Spotting Task)
HS-OMRL
Python code to implement hard sampling based task representation learning for robust offline meta RL
LLM4RL
A RL approach to enable cost-effective, intelligent interactions between a local agent and a remote LLM
SMC_Multi_Testing
Sequential Monte Carlo Method for Bayesian Multiple Testing of Pairwise Interactions among Large Number of Neurons
LLM4Teach
Python code to implement LLM4Teach, a policy distillation approach for teaching reinforcement learning agents with Large Language Model
PFGE
Python codes to implement the PFGE algorithm
PSWA
Python codes to implement the periodic stochastic weight averaging (PSWA) algorithm
Q-Net
Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation
Restormer-Plus
Code to implement Restormer-Plus, the Runner-up Solution to the GT-RAIN Challenge (CVPR 2023 UG2+ Track 3)