[NeurIPS 2023] Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction

Stanford University Rad229 Class Code: MRI Signals and Sequences

Train transformer language models with reinforcement learning.

Code and written solutions of the assignments of the Stanford CS224N: Natural Language Processing with Deep Learning course from winter 2022/2023

Statistical analysis of a neural network using the Cramer-Rao lower bound (CRLB).

Repository for the Stanford Knee MRI Multi-Task Evaluation (SKM-TEA) Dataset

Multi-task Learning for OCTA Segmentation (DRAC2022)

Official implementation of the Fourier-constrained diffusion bridges (FDB) model for MRI reconstruction

[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

Convert Machine Learning Code Between Frameworks

Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation" (ML4H 2022)

Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning Under the Phase-Dependent Amplitude Model

Author's PyTorch implementation of TCD3 for OpenAI Gym continuous control tasks

Stochastic Weighted Twin Delayed Deep Deterministic Policy Gradient (SWTD3)

Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms

An Optimistic Approach to the Q-Network Error in Actor-Critic Methods

Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning

Deep Intrinsically Motivated Exploration in Continuous Control

Actor Prioritized Experience Replay

Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning

Official implementation of Hierarchical Spectrogram Transformers (HST)

Fused Window Transformers for fMRI Time Series Analysis (https://www.sciencedirect.com/science/article/pii/S1361841523001019)

One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

Official implementation of the semi-supervised GAN model for MRI contrast translation

Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis