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Sriram Ravula's Projects

clip icon clip

Contrastive Language-Image Pretraining

clip_decoder icon clip_decoder

Creating a visual decoder to go with CLIP's visual encoder

contrastive-inversion icon contrastive-inversion

The official code for the paper "Inverse Problems Leveraging Pre-trained Contrastive Representations" (NeurIPS 2021).

curvefitting-dip icon curvefitting-dip

Official code for "One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers"

edm icon edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

inverse_meta icon inverse_meta

Meta Learning for Inverse Problems with Generative Models

mri_sampling_diffusion icon mri_sampling_diffusion

Code for "Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models"

ncsnv2 icon ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

rl-music-tuner icon rl-music-tuner

Music generation and tuning using convolutional networks and reinforcement learning

score_sde_pytorch icon score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

sine_dip icon sine_dip

Deep Image Prior results for 1-D waveform

sonar-imputation icon sonar-imputation

Comparison of different methods with 1D Deep Image Prior for Imputing simulated Sonar data

stylegan2-pytorch icon stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

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