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Nikhil Churamani's Projects

avalanche-1 icon avalanche-1

Avalanche: an End-to-End Library for Continual Learning.

clforbiasmitigation icon clforbiasmitigation

Code Repo for "Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition" published in IEEE Transactions on Affective Computing 2022.

clifer icon clifer

Repository for Continual Learning with Imagination for Facial Expression Recognition

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

facechannel icon facechannel

The FaceChannel model for facial expression recognition.

fcl-mannersdb icon fcl-mannersdb

Repository for the paper on Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments at LEAP-HRI Workshop at HRI'24

fedlgr_socrob icon fedlgr_socrob

Repository for submission on Federated Feature Aggregation with Latent Generative Replay for Continually Learning Socially Appropriate Robot Behaviours

fedweit icon fedweit

This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer

gdm icon gdm

Growing Dual-Memory Self-Organizing Networks

keras-io icon keras-io

Keras documentation, hosted live at keras.io

keras-vis icon keras-vis

Neural network visualization toolkit for keras

manners-db icon manners-db

Mind Your Manners! A Dataset and A Continual Learning Approach for Assessing Social Appropriateness of Robot Actions.

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