lilujunai

ai-notes

notes for my AI studies, writing, and product brainstorming

AI-Product-Index

A curated index to track AI-powered products.

AMDKD

The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at NeurIPS2022.

awesome-audiovisual-learning

A curated list of audio-visual learning methods and datasets.

awesome-generative-deep-art

A curated list of generative deep learning tools, works, models, etc. for artistic uses

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

Awesome-MVS

Awesome list of multi-view stereo papers

Awesome-Parameter-Efficient-Transfer-Learning

A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.

Awesome-Text-to-Image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

CVinW_Readings

A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''

human-motion-capture

collect papers about human motion capture

marqo

Tensor search for humans.

multimodal-ml-music

List of academic resources on Multimodal ML for Music

nerf-learn

记录nerf各种应用的学习过程

NSFC-application-template-latex

国家自然科学基金申请书正文（面上项目）模板（非官方）

OGM-GE_CVPR2022

The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)

RepAdapter

Official implementation of "Towards Efficient Visual Adaption via Structural Re-parameterization".

white-box

Tools for understanding how transformer predictions are built layer-by-layer

xrnerf

OpenXRLab Neural Radiance Field (NeRF) Toolbox and Benchmark

auto-cot

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

Discriminator-Cooperated-Feature-KD

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

GKD

GP-CNAS

Implementation example of GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming

GTA-Seg

Code for GTA-Seg (NeurIPS2022)

natural-instructions

Expanding natural instructions

OBC

Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".

OCD-Net

PyTorch implementation of "Learning from Students: Online Contrastive Distillation Network for General Continual Learning" (IJCAI 2022)

STM-Evaluation

Demystify Transformers & Convolutions in Modern Image Deep Networks

ZeroNASViT