PeiKaLunCi

normalizing-flows

finegrained-conformal-paper

This repository contains the code the reproduce the numerical results in Not all distributional shifts are equal: Fine-grained robust conformal inference.

DECUN

DECUN -- Deep Convergent Unrolling for Non-blind deblurring

TorchCP

A Python toolbox for conformal prediction research on deep learning models, using PyTorch.

SOCED

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

gfn-maxent-rl

Comparison between GFlowNets & Maximum Entropy RL

slips

Official code for "Stochastic Localization via Iterative Posterior Sampling"

MRP_validation_ALT

K-SapceColdDIffusion

A cold diffusion model in k-space for MRI reconstruction

Clifford-Group-Equivariant-Simplicial-Message-Passing-Networks

The implementation of the paper: Clifford Group Equivariant Simplicial Message Passing Networks @ ICLR2024

AMP_Pooled_QGT

Includes code used to produce all figures in "Approximate Message Passing with Rigorous Guarantees for Pooled Data and Quantitative Group Testing" by Nelvin Tan, Pablo Pascual Cobo, Jonathan Scarlett and Ramji Venkataramanan - https://arxiv.org/abs/2309.15507

TREET

Inference_Denoising_MRI_Recon

Office code for "Inference Stage Denoising for Undersampled MRI Reconstruction"

sbi4abm

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

VECSBM

Code repository for the paper "VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates"

elbow_inference

Post-selection inference on the PCA proportion of variance explained.

inferchange

Multiscale Covariance Scanning and related Algorithms

CSKD

imp_bias_control

Code for reproducing experiments in "Implicit Bias of Policy Gradient in Linear Quadratic Control: Extrapolation to Unseen Initial States""

nested_matrix-tensor

fxpmath

A python library for fractional fixed-point (base 2) arithmetic and binary manipulation with Numpy compatibility.

SNORE

GCP-ID

Unrolled-Half-Quadratic

Source code of unrolled half-quadratic method and comparisons

Adversarial-Setting

benefit-reusing-batch

PALM

This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024

OneStepGD_asymptotics

code for Asymptotics of feature learning in two-layer networks after one gradient-step

MTC-CSNet

MTC-CSNet: Marrying Transformer and Convolution for Image Compressed Sensing