prajwalsingh

llama

Inference code for LLaMA models

shap-e

Generate 3D objects conditioned on text or images

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

imagehash

A Python Perceptual Image Hashing Module

lightly

A python library for self-supervised learning on images.

ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

vit-explain

Explainability for Vision Transformers

Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code.

vision-transformers-cifar10

Let's train vision transformers (ViT) for cifar 10!

DreamDiffusion

Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”

TurboNeRF

A render engine for NeRFs!

probing-vits

Probing the representations of Vision Transformers.

mipnerf_pl

Unofficial pytorch-lightning implement of Mip-NeRF

HashNet

Code release for "HashNet: Deep Learning to Hash by Continuation" (ICCV 2017)

Hadamard-Matrix-for-hashing

CVPR2020/TNNLS2023: Central Similarity Quantization/Hashing for Efficient Image and Video Retrieval

EMP-SSL

This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."

MAE

PyTorch implementation of Masked Autoencoder

simclr-pytorch

PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

image-collage-maker

A photo mosaic (pixel collage) maker. Use all your friends' profile pictures to approximate your profile picture! 如何用 Python 制作一个炫酷的微信好友图

url

Uncertainty-aware representation learning (URL) benchmark

awesome-few-shot-generation

A curated list of awesome few-shot image generation papers

able-nerf

This is the official repo for ABLE-NeRF, an attention based/ transformer novel view synthesis work.

diffusion_inversion

Code for "Training on Thin Air: Improve Image Classification with Generated Data"

sas-data-efficient-contrastive-learning

Official Code for ICML 2023 Data-Efficient Contrastive Self-supervised Learning

openssl-simcore

(CVPR 2023) Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning

Re-GAN

[CVPR 2023] The official Pytorch implementation of Re-GAN

sas-data-efficient-contrastive-learning

Official repository for SAS Data Efficient Contrastive Learning ICML '23

SLT-in-Generative-Models