lwannnn's starred repositories

LearningFractals

Cheng-Hao Tu*, Hong-You Chen*, David Carlyn and Wei-Lun Chao, "Learning Fractals by Gradient Descent," in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023.

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kandinsky-calibration

Kandinsky conformal prediction for image segmentation algorithms

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PythonResearchPaperPlot

Python科研论文配图绘制指南配套资料

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CVQ-VAE

[ICCV 2023] Online Clustered Codebook

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JigsawClustering

This is the code for CVPR 2021 oral paper: Jigsaw Clustering for Unsupervised Visual Representation Learning

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research-contributions

Implementations of recent research prototypes/demonstrations using MONAI.

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Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

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awesome-self-supervised-learning

A curated list of awesome self-supervised methods

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taming-transformers

Taming Transformers for High-Resolution Image Synthesis

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VQGAN-pytorch

Pytorch implementation of VQGAN (Taming Transformers for High-Resolution Image Synthesis) (https://arxiv.org/pdf/2012.09841.pdf)

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MAESTER

Masked Autoencoder Guided Segmentation at Pixel Resolution

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PuzzleCAM

[ICIP 2021] Puzzle-CAM: Improved localization via matching partial and full features.

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easyrobust

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

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segmenter

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

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kaf

this is the offical implementation KAF at NeurIPS 2023

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MONAI

AI Toolkit for Healthcare Imaging

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TeraStitcher

A tool for fast automatic 3D-stitching of teravoxel-sized microscopy images

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py-hausdorff

Fast computation of Hausdorff distance in Python

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metrics_delin

Leonardo Citraro, Mateusz Kozinski, Pascal Fua, Towards Reliable Evaluation of Road Network Reconstructions, ECCV 2020

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ChasingClouds

Code, models and dataset for ICCV 2023 (oral) paper on differentiable volumetric rasterisation of point clouds for 3D registration

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AADG

[TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".

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POT

POT : Python Optimal Transport

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PyTorchEMD

PyTorch Wrapper for Earth-Mover-Distance (EMD) for 3D point cloud regression

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BAGCN-Covid19

MedIA 2023: code for 'Bilateral Adaptive Graph Convolutional Network on CT based COVID-19 Diagnosis with Uncertainty-Aware Consensus-Assisted Multiple Instance Learning Medical Image Analysis'

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gwl

Gromov-Wasserstein Learning for Graph Matching and Node Embedding

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GTOT-Tuning

Source Code of IJCAI 2022 paper "Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport"

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MA-MTLN

Multi-attention Guided Multi-task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification

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