Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption

PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as bac…

A framework for Privacy Preserving Machine Learning

(CVPR 2024) Official code for paper "Towards Language-Driven Video Inpainting via Multimodal Large Language Models"

Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**

A library for doing homomorphic encryption operations on tensors

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

Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption

Let us control diffusion models!

Official Pytorch implementation of "Unbiased Classification Through Bias-Contrastive and Bias-Balanced Learning (NeurIPS 2021)

Personalized and Reliable Predictive Models for Healthcare (의료 데이터 기반 신뢰 가능한 개인화된 예측(진단) 모델)

Official Pytorch implementation of the paper Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance (accepted to ICLR 2023)

Official implementation of "Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images" (CVPR 2024) in PyTorch.

Using Pexels API v1 with Python

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Open-Sora: Democratizing Efficient Video Production for All

LaVie: High-Quality Video Generation with Cascaded Latent Diffusion Models

Group Robust Classification Without Any Group Information

[NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies

Official code implementation of "GEX: A flexible method for approximating influence via Geometric Ensemble" (NeurIPS 2023)

An official implementation of "Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding" (CVPR 2023) in PyTorch.

Official Implementation of "CAT-Seg🐱: Cost Aggregation for Open-Vocabulary Semantic Segmentation"

An official implementation of "RGE: A Repulsive Graph Rectification for Node Classification via Influence" (ICML 2023) in JAX.

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors