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CHEN_QUN's Projects

sade-agnosticlt icon sade-agnosticlt

This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition (NeurIPS 2022).

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

sc_amp_qgt icon sc_amp_qgt

Includes code used to produce all figures in "Quantitative Group Testing and Pooled Data in the Linear Regime with Sublinear Tests" by Nelvin Tan, Pablo Pascual Cobo and Ramji Venkataramanan - add arXiv link.

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

simulations icon simulations

Identical Fixed Points in State Evolutions of AMP and VAMP

sionna icon sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

slice-dice-optimize icon slice-dice-optimize

Code to replicate the key findings of the paper /What does a deep neural network confidently perceive? The effective dimension of high certainty class manifolds and their low confidence boundaries/

slips icon slips

Official code for "Stochastic Localization via Iterative Posterior Sampling"

sm-expfam-lfi icon sm-expfam-lfi

Code for the paper: "Score Matched Conditional Exponential Families for Likelihood-Free Inference", https://jmlr.org/papers/v23/21-0061.html

smai icon smai

Alignability testing and integration of single-cell data

snapdatasets.jl icon snapdatasets.jl

LightGraphs.jl-formatted graph files taken from the SNAP Datasets collection.

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