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Arun Rajendra Prabhu's Projects

bsn icon bsn

Implementation of the Budgeted Super Networks

cgp-cnn icon cgp-cnn

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

cgp-cnn-pytorch icon cgp-cnn-pytorch

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

deep-video-mvs icon deep-video-mvs

Code for "DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion" (CVPR 2021)

deep_architect icon deep_architect

DeepArchitect: Automatically Designing and Training Deep Architectures

efficientdet icon efficientdet

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

enas icon enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

genetic-cnn icon genetic-cnn

CNN architecture exploration using Genetic Algorithm

lenia icon lenia

Lenia - Mathematical Life Forms

models icon models

Models and examples built with TensorFlow

mvsnerf icon mvsnerf

Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.

nasbot icon nasbot

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

nerflow icon nerflow

[ICCV'21] Neural Radiance Flow for 4D View Synthesis and Video Processing

neuralrecon icon neuralrecon

Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral

pathlevel-eas icon pathlevel-eas

Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.

pvn3d icon pvn3d

Code for "PVN3D: A Deep Point-wise 3D Keypoints Hough Voting Network for 6DoF Pose Estimation", CVPR 2020

pytorch-studiogan icon pytorch-studiogan

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

s3prl icon s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

smash icon smash

An experimental technique for efficiently exploring neural architectures.

squeezedet icon squeezedet

This repository contains the code accompanying the work titled ''An investigation of regression as an avenue to find precision-runtime trade-off for object segmentation''.

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