Alex Shevchenko (skeeet)

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Alex Shevchenko's repositories

ADGAN

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"

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bacon

Official respository for "Band-limited Coordinate Networks for Multiscale Scene Representation" | CVPR 2022

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bicubic_pytorch

A PyTorch implementation of widely-used bicubic interpolation, which is fully compatible with MATLAB.

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bolt

10x faster matrix and vector operations.

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d2c

PyTorch implementation of D2C: Diffuison-Decoding Models for Few-shot Conditional Generation.

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DCNv2

Deformable Convolutional Networks v2 with Pytorch

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dcnv2_trt

TensorRT plugin forDCNv2 layer in ONNX model

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denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Models in PyTorch

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diffusion

Denoising Diffusion Probabilistic Models

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dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps"

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expandnets

Implementation of ExpandNets

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FastFlowNet

A lightweight deep network for fast and accurate optical flow estimation.

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GAN-Slimming

[ECCV 2020] "All-in-One GAN Compression by Unified Optimization" by Haotao Wang, Shupeng Gui, Haichuan Yang, Ji Liu, and Zhangyang Wang

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GDWS

Code for the paper titled "Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks" (NeurIPS 2021 Spotlight).

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Generative-Models-1

Repository of Various Test & Implementation of Generative Models

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interviews.ai

This book was written for you: an aspiring data scientist with a quantitative background, facing down the gauntlet of the interview process in an increasingly competitive field. For most of you, the interview process is the most significant hurdle between you and a dream job.

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KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN

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machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

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manifold-flow

Manifold-modeling flows (MFMFs)

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multiplicative-filter-networks

Source code for Fathony, Sahu, Willmott, & Kolter, "Multiplicative Filter Networks", ICLR 2021.

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pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

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pybrisque

A python implementation of BRISQUE Image Quality Assessment

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pytorch-manifold-matching

A Pytorch implementation of "Manifold Matching via Deep Metric Learning for Generative Modeling" (ICCV 2021)

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RG-Flow

This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". Paper link: https://arxiv.org/abs/2010.00029

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torch-dct

DCT (discrete cosine transform) functions for pytorch

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USRNet

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

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Zooming-Slow-Mo-CVPR-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

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