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Sophont Inc.
- Oakland, CA
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06:48
(UTC -07:00) - paulscotti.github.io
- @humanscotti
Stars
Easily compute clip embeddings and build a clip retrieval system with them
Fast, accurate & comprehensive text measurement & layout
AI agents running research on single-GPU nanochat training automatically
Official Implementation of "Maximum Likelihood Reinforcement Learning (MaxRL)"
Gpu accelerated vahadane stain normalization for Digital Pathology workflows.
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
Stain normalization tools for histological analysis and computational pathology
SEED-Voken: A Series of Powerful Visual Tokenizers
[ICML 2025 Tokshop] One-D-Piece: Image Tokenizer Meets Quality-Controllable Compression
[ICLR26] Code and Pretrained Models for Brain-Semantoks - Brain Foundation Model
SurGen: 1020 H&E-stained Whole Slide Images With Survival and Genetic Markers
[ICLR 2026] PixNerd: Pixel Neural Field Diffusion
Pixio: a capable vision encoder dedicated to dense prediction, simply by pixel reconstruction
automatically create cortical flatmaps from FreeSurfer surfaces
[NeurIPS25 D&B Spotlight] A tile-level histopathology image understanding benchmark
Standardized benchmark for computational pathology foundation models.
A debugging and profiling tool that can trace and visualize python code execution
PLM-ICD: Automatic ICD Coding with Pretrained Language Models
CogStack NLP, including the Medical Concept Annotation Tool MedCAT
A toolkit for developing foundation models using Electronic Health Record (EHR) data.
Official code of Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
Marketplace ML experiment - training without backprop
H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.
Reference PyTorch implementation and models for DINOv3
transform an entire GitHub repo into a simple text file so that you can upload it to an LLM (Claude, ChatGPT, etc.)