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Institute of Science Tokyo (former Tokyo Institute of Technology)
- Tokyo
- d-nsym.com
- in/daiki-nishiyama-5156b11a8
- @d_nsym
- d.nsym.p
- https://www.researchgate.net/profile/Daiki-Nishiyama
Highlights
- Pro
Starred repositories
a generalist algorithm for cellular segmentation with human-in-the-loop capabilities
Segment Anything for Microscopy
Cloud-based data annotation tools for biological images
NLP2025 のチュートリアル「地理情報と言語処理 実践入門」の資料とソースコード
Open source tools for computational pathology - Nature BME
ORCA-SPOT: An Automatic Killer Whale Sound Detection Toolkit Using Deep Learning
Graph Neural Network Library for PyTorch
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Papers about explainability of GNNs
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Awesome things about domain generalization, including papers, code, etc.
DomainBed is a suite to test domain generalization algorithms
Official code for the CVPR23 paper: "Improved Test-Time Adaptation for Domain Generalization"
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
Axial Positional Embedding for Pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.
Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
cuCIM - RAPIDS GPU-accelerated image processing library