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Victor's Projects

canife icon canife

Crafting canaries to measure empirical privacy of DP-FL training under a realistic threat model.

cld-sgm icon cld-sgm

Score-Based Generative Modeling with Critically-Damped Langevin Diffusion

dreamwaltz icon dreamwaltz

[NeurIPS 2023] Official implementation of the paper "DreamWaltz: Make a Scene with Complex 3D Animatable Avatars".

e2hqv icon e2hqv

Official Implementation for AAAI 2024 Paper "E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning"

fed-cdp icon fed-cdp

Gradient-Leakage Resilient Federated Learning

federated icon federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

fullyspikingvae icon fullyspikingvae

Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]

gradattack icon gradattack

GradAttack is a Python library for easy evaluation of privacy risks in public gradients in Federated Learning, as well as corresponding mitigation strategies.

harmofl icon harmofl

[AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images

kair icon kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

localzo icon localzo

Direct Training of SNN using Local Zeroth Order Method

panda icon panda

[ICLR'23] Code to reproduce the results in the paper "PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs"

score_sde icon score_sde

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

score_sde_pytorch icon score_sde_pytorch

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

supir icon supir

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

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