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81'abin's Projects

cheerio icon cheerio

Fast, flexible, and lean implementation of core jQuery designed specifically for the server.

compact-transformers icon compact-transformers

Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

cords icon cords

Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.

he_cmp icon he_cmp

Homomorphic comparison in leveled homomorphic encryption and its applications

helib icon helib

HElib is an open-source software library that implements homomorphic encryption. It supports the BGV scheme with bootstrapping and the Approximate Number CKKS scheme. HElib also includes optimizations for efficient homomorphic evaluation, focusing on effective use of ciphertext packing techniques and on the Gentry-Halevi-Smart optimizations.

hetal icon hetal

[ICML'23 Oral] HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption

jcrop icon jcrop

Jcrop - The Javascript Image Cropping Engine

legosnark icon legosnark

C++ codebase for highly composable zkSNARKs with commit-and-prove capabilities.

ltp icon ltp

[KDD'22] Learned Token Pruning for Transformers

mtan icon mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

nova icon nova

Nova: High-speed recursive arguments from folding schemes

openfhe icon openfhe

This is the development repository for the OpenFHE library. The current (stable) version is v1.1.4 (released on March 8, 2024).

poolformer icon poolformer

PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)

ringsnark icon ringsnark

An implementation of the Rinocchio protocol (SNARK for Ring Arithmetic) over SEAL FHE ring elements

spartan icon spartan

Spartan: High-speed zkSNARKs without trusted setup

zen icon zen

zero knowledge proof for NN inference

zkcnn icon zkcnn

A GKR-based zero-knowledge proof protocol for CNN model inference.

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