data-efficiency

There are 2 repositories under data-efficiency topic.

• amazon-science / mix-generation

  MixGen: A New Multi-Modal Data Augmentation

  data-augmentationdata-efficiencymultimodalpretrainingvision-language
  Language:Python 107

• BIT-DA / EADA

  [AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406

  active-learningdata-efficiencydomain-adaptationenergy-based-model
  Language:Python 76

• encounter1997 / DE-DETRs

  Official Implementation of DE-DETR and DELA-DETR in "Towards Data-Efficient Detection Transformers"

  object-detectiondetection-transformerdata-efficiency
  Language:Python 75

• encounter1997 / DE-CondDETR

  Official Implementation of DE-CondDETR and DELA-CondDETR in "Towards Data-Efficient Detection Transformers"

  object-detectiondetection-transformerdata-efficiency
  Language:Python 45

• srsawant34 / efficient_instruction_learning

  Code base for the paper "Instruction Tuned Models are Quick Learners".

  data-efficiencydata-efficient-learningdeepspeedfinetuninginstruction-learninginstruction-tuninginstructionst5tk-instructsuper-natural-instructionshuggingfacemachine-learningseq2seqtransformertransformers
  Language:Python 6

• Attila94 / CEConv

  Official repository for Color Equivariant Convolutional Networks.

  cnncolor-equivariancedata-efficiencyequivariance
  Language:Python 4

• CameliaD / File-Organizer

  This Git repository contains a PowerShell script with a user-friendly interface to automatically organize cluttered files into folders by year and month. Ideal for individuals who struggle with file organization, the tool frees up time and simplifies finding and accessing files.

  automation-scriptdeclutteringdirectory-managementfile-management-systemfile-manager-applicationfile-sortingfolder-organizerfolder-structureorganization-managementpowershell-scriptproductivity-boosterproductivity-tooltime-saving-tooldata-efficiencydigital-minimalismpersonal-organizationuser-friendlyuser-interfacewpf-uione-click
  Language:PowerShell 3