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inductive-biases

Here are 11 public repositories matching this topic...

shikhartuli / cnn_txf_bias

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

transformers cnns inductive-biases

Updated May 18, 2021
Jupyter Notebook

sayakpaul / deit-tf

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

computer-vision tensorflow keras image-recognition distillation inductive-biases vision-transformers imagenet-1k

Updated Apr 30, 2022
Jupyter Notebook

dalab / matrix-manifolds

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

machine-learning graph-embedding riemannian-geometry inductive-biases

Updated Jun 11, 2020
Python

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-biases maximum-separation

Updated Apr 21, 2023
Python

rfeinman / learning-to-learn

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

machine-learning neural-networks cognitive-science inductive-biases learning-to-learn

Updated Jan 8, 2019
Python

cambridgeltl / ECNMT

Emergent Communication Pretraining for Few-Shot Machine Translation

nlp machine-translation pytorch inductive-biases pretraining emergent-communication

Updated Dec 3, 2020
Python

sayakpaul / vision-transformers-tf

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

recognition tensorflow keras transformers vision segmentation inductive-biases

Updated Sep 25, 2022

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-learning robustness generalization inductive-biases shortcut-learning shape-aware

Updated Jul 13, 2022
Python

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)

deep-learning pytorch semi-supervised-learning gcn distillation graph-neural-networks inductive-biases inductive-learning aggregation-function gkd

Updated Jun 20, 2022
Python

vahidzee / nads

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

deep-learning pytorch inductive-biases neural-anisotropy-directions nads

Updated Aug 2, 2021
Python

christos42 / inductive_bias_IE

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

nlp deep-learning information-extraction named-entity-recognition language-models tokenization relation-extraction inductive-biases news-text biomedical-text

Updated Apr 28, 2023
Shell

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