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Ajay Subramanian's Projects

atari-ai icon atari-ai

A deep reinforcement learning agent for Atari games, using keras and tensorflow

bo_attack icon bo_attack

Targeted black-box adversarial attack using Bayesian Optimization

codefundopp-dirac icon codefundopp-dirac

An app that facilitates collaboration between people, authorities and various Non-Govermental organizations that provide relief and emergency aid when a region is affected by a natural disaster.

critical-band-masking icon critical-band-masking

Code for the NeurIPS 2023 paper "Spatial-frequency channels, shape bias, and adversarial robustness"

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

ds-net icon ds-net

Dynamic Slimmable Network (CVPR 2021, Oral)

genn icon genn

GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.

imagecompress icon imagecompress

An android app to compress and upload images to a cloud database

imageupload icon imageupload

Android app to compress and upload images to a GCS bucket

lgn icon lgn

Simulating variation of spike synchrony and periodicity with synaptic conductance on sPyNNaker model of LGN

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mnist-pygenn icon mnist-pygenn

Implementation of the paper 'Unsupervised learning of digit recognition using spike-timing-dependent plasticity' by Peter Diehl and Matthew Cook, using the PyGeNN (Python interface of GeNN) SNN framework

rlin200lines icon rlin200lines

PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines

satbench icon satbench

Benchmarking the speed-accuracy tradeoff in object recognition by humans and dynamic neural networks

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