kimsekeun

DeepStrain

A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics

Assessment-of-Valve-Regurgitation-Severity-via-Contrastive-Learning-and-Multi-view-Video-Integration

Assessment of Valve Regurgitation Severity via Contrastive Learning and Multi-view Video Integration

EVEREST

Official Pytorch implementation of EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens [ICML2024].

MediViSTA-SAM

PromptCraft-Robotics

Community for applying LLMs to robotics and a robot simulator with ChatGPT integration

SETR

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Med-BERT

Med-BERT, contextualized embedding model for structured EHR data

DISA-universal-multimodal-registration

Training code for the MICCAI 2023 paper "DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration"

unmasked_teacher

[ICCV2023 Oral] Unmasked Teacher: Towards Training-Efficient Video Foundation Models

Endo-FM

[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

USFM

mae_st

Official Open Source code for "Masked Autoencoders As Spatiotemporal Learners"

SimPer

[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets

LMPDnet

Deep unrolled primal dual network for TOF-PET list-mode image reconstruction

l2p-pytorch

PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22

l2p

Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

brain-agent

Brain Agent for Large-Scale and Multi-Task Agent Learning