Projects

Deep Cache Replacement - 2020

The PyTorch codebase for DEAP Cache: Deep Eviction Admission and Prefetching for Cache.

DL Topics

Resources for DL

Papers We Read

Repo containig summaries we read

GenZoo - 2019

GenZoo is a repository that provides implementations of generative models in various frameworks

Group-Level-Emotion-Recognition - 2018

Paper Implementation of a end-to-end model for jointly learning the scene and facial features of an image for group-level emotion recognition.

Neural Turing Machines - 2018

This PyTorch repository provides a reliable implementation of a Neural Turing Machine (NTM) for training, evaluating, and visualizing results across Copy, Repeat Copy, Associative Recall, and Priority Sort tasks, with results matching those reported in the paper.

Dynamic Memory Network Plus - 2018

Pytorch implementation of the paper Dynamic Memory Network for Visual and Textual Question Answering

Layer Level Loss Optimisation - 2023

Experiment to test a method to train neural networks inspired by the Forward-Forward Algorithm

Sensorium 2022

In the NeurIPS 2022 SENSORIUM competition, we aimed to enhance the baseline model in the Sensorium+ track for predicting mouse primary visual cortex neuron activity based on natural images and behavioral data.