Fast and accurate optimisation for registration with little learningconvexadam

Overview

convexAdam

Learn2Reg 2021 Submission

Fast and accurate optimisation for registration with little learning

Slide1 Slide2 Slide3

Excellent results on Learn2Reg 2021 challenge

  • for multimodal CT/MR registration (Task1)
  • intra-patient lung CT alignment (Task2)
  • and inter-patient whole brain MRI deformations (Task3) Challenge Website

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Results

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Data and extra materials for the food safety publications classifier

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Vector.ai assignment

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FAMIE is a comprehensive and efficient active learning (AL) toolkit for multilingual information extraction (IE)

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Code for paper [ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot] (ICCV 2021, oral))

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HyperDict - Self linked dictionary in Python

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Graph Neural Networks with Keras and Tensorflow 2.

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A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

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cl;asification problem using classification models in supervised learning

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This is the pytorch code for the paper Curious Representation Learning for Embodied Intelligence.

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