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CHEN_QUN's Projects

rl-restore icon rl-restore

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)

rnnwavefunctions icon rnnwavefunctions

A wavefunction ansatz based on Recurrent Neural Networks to perform Variational Monte-Carlo Simulations

robust-pca-via-non-convex-half-quadratic-regularization icon robust-pca-via-non-convex-half-quadratic-regularization

In this paper, we propose a new non-convex regularization term named half-quadratic function to achieve robustness and sparseness for robust principal component analysis, and derive its proximity operator, indicating that the resultant optimization problem can be solved in computationally attractive manner.

rrkf.jl icon rrkf.jl

The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions

rsb icon rsb

Tools for finding replica bounds for the independence ratio of random regular graphs

rvamp icon rvamp

an experiment code for a submitted paper

rxjs icon rxjs

A reactive programming library for JavaScript

sal icon sal

source code for ICLR'24 paper "How does unlabeled data provably help OOD detection?"

saldr icon saldr

Code for "SALDR: Joint Self-Attention Learning and Dense Refine for Massive MIMO CSI Feedback with Multiple Compression Ratio"

samptransfer icon samptransfer

Official repository for Self-Attention Message Passing for Contrastive Few-Shot Learning

sbi4abm icon sbi4abm

Black-box Bayesian inference for agent-based models in the social sciences

scalablespca.jl icon scalablespca.jl

Code accompanying the paper "Solving Large-Scale Sparse PCA to Certifiable (Near) Optimality" by Bertsimas, Cory-Wright and Pauphilet

scc icon scc

alpha version of the raw dataset corrector

self_attention_oamp_mimo icon self_attention_oamp_mimo

This repository implements the OAMP-based architecture propsed in the paper "Self-attention for enhanced OAMP detection in MIMO Systems"

sfrfpr icon sfrfpr

the code of "Single-shot Fractional Fourier Phase Retrieval"

sgcv icon sgcv

Switching Gaussian Controlled Variance

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