inductive-biases

There are 0 repository under inductive-biases topic.

• sayakpaul / deit-tf

  Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.

  vision-transformersdistillationinductive-biasescomputer-visionimage-recognitionimagenet-1kkerastensorflow
  Language:Jupyter Notebook 41

• shikhartuli / cnn_txf_bias

  [CogSci'21] Study of human inductive biases in CNNs and Transformers.

  cnnstransformersinductive-biases
  Language:Jupyter Notebook 41

• dalab / matrix-manifolds

  Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper

  machine-learninggraph-embeddingriemannian-geometryinductive-biases
  Language:Python 35

• tkasarla / max-separation-as-inductive-bias

  Github code for the paper Maximum Class Separation as Inductive Bias in One Matrix. Arxiv link: https://arxiv.org/abs/2206.08704

  inductive-biasesmaximum-separation
  Language:Python 27

• rfeinman / learning-to-learn

  Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).

  neural-networksinductive-biaseslearning-to-learnmachine-learningcognitive-science
  Language:Python 21

• cambridgeltl / ECNMT

  Emergent Communication Pretraining for Few-Shot Machine Translation

  emergent-communicationpretrainingmachine-translationpytorchinductive-biasesnlp
  Language:Python 13

• sayakpaul / vision-transformers-tf

  A non-exhaustive collection of vision transformer models implemented in TensorFlow.

  inductive-biaseskerasrecognitionsegmentationtensorflowtransformersvision
  9

• NeurAI-Lab / InBiaseD

  This is the official code for CoLLAs 2022 paper, "InBiaseD: Inductive Bias Distillation to Improve Generalization and Robustness through Shape-awareness"

  deep-learninggeneralizationinductive-biasesrobustnessshape-awareshortcut-learning
  Language:Python 4

• mahsa91 / GKD-MICCAI2021

  Implementation code of GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent Inference accepted by Medical Image Computing and Computer Assisted Interventions (MICCAI 2021)

  aggregation-functiondeep-learningdistillationgcngkdgraph-neural-networksinductive-biasesinductive-learningpytorchsemi-supervised-learning
  Language:Python 3

• vahidzee / nads

  Utility repository for the processing and visualizing NADs of arbitrary PyTorch models

  deep-learninginductive-biasesnadsneural-anisotropy-directionspytorch
  Language:Python 3

• christos42 / inductive_bias_IE

  An Information Extraction Study: Take In Mind the Tokenization! (official repository of the paper)

  biomedical-textdeep-learninginductive-biasesinformation-extractionlanguage-modelsnamed-entity-recognitionnews-textnlprelation-extractiontokenization
  Language:Shell 2