yashkant/Elastic-Weight-Consolidation

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yashkant/Elastic-Weight-Consolidation

yashkant

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This is an implementation of Elastic Weight Consolidation algorithm introduced in Overcoming catastrophic forgetting in neural networks.

spad

Code for SPAD : Spatially Aware Multiview Diffusers, CVPR 2024

model-inversion-attack

Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures (Fredrikson Et al.)

Jupyter Notebook

sam-textvqa

Official code for paper "Spatially Aware Multimodal Transformers for TextVQA" published at ECCV, 2020.

padam-tensorflow

Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproducibility Challenge

housekeep

Official code for the paper "Housekeep: Tidying Virtual Households using Commonsense Reasoning" published at ECCV, 2022

quantized-nets

Contains code for Binary, Ternary, N-bit Quantized and Hybrid CNNs for low precision experiments.

concat-vqa

Official code for the paper "Contrast and Classify: Training Robust VQA Models" published at ICCV, 2021

Decision-Flip-Experiments

Experiments to analyze the decision boundaries of ML models.

Jupyter Notebook

HandwritingRecognitionANN

Handwriting Recognition Project at Artificial Intelligence and Electronics Society, IIT Roorkee

Jupyter Notebook

enas-quantized-nets

Efficient Neural Architecture Search coupled with Quantized CNNs to search for resource efficient and accurate architectures.

pnas-binary-nets

Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.

simple-animation-using-javascript

Recently while trying to develop a basic java-script game I created this character who breathes and blinks.