xmengli

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Baichuan-7B

A large-scale 7B pretraining language model developed by BaiChuan-Inc.

CoOp

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

CLIP_Surgery

CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks

mcvd-pytorch

Official implementation of MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation (https://arxiv.org/abs/2205.09853)

IDM

OGM-GE_CVPR2022

The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)

CLIPN

ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No

GenericSSL

NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

ProCA

[ECCV 2022] Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation

DHC

MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

DIF-Net

MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction

CLD-Semi

MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation

RSCFed

CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning

NuInstruct

URN

AAAI 2022: Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation

OEEM

MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images

GraphEcho

ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"

FSDiffReg

MICCAI 2023: FSDiffReg: Feature-wise and Score-wise Diffusion-guided Unsupervised Deformable Image Registration for Cardiac Images

UCVME

AAAI 2023: Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks

FDDM

MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images

comwin

TimeStamp-Surgical

TMI 2023: Less is More: Surgical Phase Recognition from Timestamp Supervision

CSS-SemiVideo

IEEE TMI 2022: Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos

TEAR

[MICCAI' 22] Semi-Supervised Medical Image Classification with Temporal Knowledge-Aware Regularization

SAHC

IEEE TMI 2022: Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos

SC-Cor

ECCV 2022: Learning Shadow Correspondence for Video Shadow Detection

DistillingSelf

MICCAI 2022: Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions

TripleE-DG

SEDSkill