Lists (30)
3D Reconstruction
domain adaptation
facial image processing
GAN
model compression
object detection
pose estimation
segmentation
tabular data 面板数据
time series
video processing
会议论文集
其他
医疗AI
医疗影像分析、基于AI的医疗问题等各种教程、图书、博客
Tutorials图像翻译
图像超清
super-resolution大模型
小样本问题
small sample, few-shot, zero-shot, etc.扩散模型
diffusion models数据集
智慧气象
标准化流
Normalizing flow流匹配
Flow Matching物理引导的机器学习
PINN等生成模型
网络架构
所有关于CNN、Transformer、Mamba等网络架构的内容自监督学习
self-supervised learning遥感影像分析
remote sensing imaging重要工具
Stars
Implementation of One-step Latent-free Image Generation with Pixel Mean Flows (Lu et al., 2026)
PyTorch implementation of JiT https://arxiv.org/abs/2511.13720
Official Implementation of iMF https://arxiv.org/abs/2512.02012
📹 A more flexible framework that can generate videos at any resolution and creates videos from images.
Lightweight and educational reimplementation of TabPFN https://arxiv.org/pdf/2511.03634
A mini-library for training consistency models.
(ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling
A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
Official PyTorch Implementation of "Diffusion Transformers with Representation Autoencoders"
A survey paper "Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices".
[TKDE'25] The official GitHub page for the survey paper "A Survey on Mixture of Experts in Large Language Models".
Official codebase for "Diffusion Bridge Implicit Models" (ICLR 2025) and "Consistency Diffusion Bridge Models" (NeurIPS 2024)
A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval
A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes practical examples for both text and image modalities.
TabPFGen: Synthetic Tabular Data Generation with TabPFN
Collect super-resolution related papers, data, repositories
A collection of research papers on Diffusion Models for Weather Forecasting.
[Embodied-AI-Survey-2025] Paper List and Resource Repository for Embodied AI
[CVPR 2025] "DiC: Rethinking Conv3x3 Designs in Diffusion Models", a performant & speedy Conv3x3 diffusion model.
Official Implementation of Rectified Flow (ICLR2023 Spotlight)
A general fine-tuning kit geared toward image/video/audio diffusion models.
⚡ TabPFN: Foundation Model for Tabular Data ⚡