Satoshi Tsutsui's starred repositories

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FineBio

Data and code for the paper "FineBio: A Fine-Grained Video Dataset of Biological Experiments with Hierarchical Annotation"

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plip

Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to extract visual and language features from pathology images and text description. The model is a fine-tuned version of the original CLIP model.

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Automatic-Identification-and-Counting-of-Blood-Cells

Machine learning approach of automatic identification and counting of blood cells (RBC, WBC, and Platelet) with KNN and IOU based verification.

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SCT

[IJCV2023] Offical implementation of "SCT: A Simple Baseline for Parameter-Efficient Fine-Tuning via Salient Channels"

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awesome-segment-anything

Tracking and collecting papers/projects/others related to Segment Anything.

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GPNN

Pytorch implementation of the paper: "Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models"

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rosetta_neurons

Official PyTorch Implementation of "Rosetta Neurons: Mining the Common Units in a Model Zoo"

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picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

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WBC_Feature

Classification of White Blood Cells in Peripheral Smear Images

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tv_layers_for_cv

[CVPR2022] Total Variation Optimization Layers for Computer Vision

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Environment-Label-Smoothing

This is an official PyTorch implementation of the ICLR 2023 paper 《Free Lunch for Domain Adversarial Training: Environment Label Smoothing》.

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Batch-Spectral-Penalization

Code release for Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation (ICML 2019)

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SAM-Adapter-PyTorch

Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts

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Explaining-In-Style-Reproducibility-Study

Re-implementation of the StylEx paper, training a GAN to explain a classifier in StyleSpace, paper by Lang et al. (2021).

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DeepAPL

Deep learning for distinguishing morphological features of Acute Promyelocytic Leukemia

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MedMNIST

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

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post-hoc-cbm

Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023

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pdf_annotation_fix

Fixes macOS Preview garbled annotations

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awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

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ChatGPT

🔮 ChatGPT Desktop Application (Mac, Windows and Linux)

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StyleSpace-pytorch

Implementation of StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation in PyTorch

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RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

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Perspective-and-Equirectangular

A tool to transfer Perspective between Equirectangular

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PanoFormer

ECCV'2022 PanoFormer: Panorama Transformer for Indoor 360° Depth Estimation

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Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

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DomainBed

DomainBed is a suite to test domain generalization algorithms

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