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Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
High-Resolution Image Synthesis with Latent Diffusion Models
Materials for the Hugging Face Diffusion Models Course
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
Towards a general-purpose foundation model for computational pathology - Nature Medicine
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建,自动问答,基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。
Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch sampling and storing using OpenSlide. Patches may be stored in LMDB…
[ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
Machine learning for Analysis of Proteomics in Spatial biology - Nature Communications