data-pruning

There are 0 repository under data-pruning topic.

• aai-institute / pyDVL

  pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

  data-valuationshapley-valuemachine-learningtransferlableast-coreinfluence-functionsgame-theorydata-qualityrobust-machine-learningdata-centric-aibanzhaf-indexdata-cleaningdata-pruning
  Language:Python 139

• gszfwsb / Data-Whisperer

  Code for ACL 2025 Main paper "Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning".

  data-pruningdata-selectionefficient-trainingllamallmmistralqwentransformers
  Language:Python 43

• Linxyhaha / DEALRec

  Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)

  data-efficientdata-pruninginfluence-functionslarge-language-modelspytorchrecommender-system
  Language:Python 39

• jihoontack / GradNCP

  Learning Large-scale Neural Fields via Context Pruned Meta-Learning (NeurIPS 2023)

  data-pruningimplicit-neural-representationmeta-learningneural-field
  Language:Python 27

• minnesotanlp / infoVerse

  Jaehyung Kim et al's ACL 2023 paper on "infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information"

  active-learningdata-annotationdata-centricdppnlpdata-pruning
  Language:Python 16

• EduardaCaldeira / DiffProb

  Official repository of the paper "DiffProb: Data Pruning for Face Recognition" (accepted at FG 2025)

  data-pruningface-recognition
  Language:Python 5

• ahazeemi / dPrune

  🌿 dPrune: A Framework for Data Pruning

  data-pruninghuggingfacenlpspeechtransformersdata-efficiencypruning
  Language:Python 3

• naotoo1 / BNSFRNPC

  code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers

  interpretable-ailvqmachine-learningpythonrobust-npcprototype-based-modelsnearest-prototype-classifiersadversarial-learningrobust-optimizationdata-pruningbeyond-neural-scaling
  Language:Terra 1