gwliu213

tfjs-models

Pretrained models for TensorFlow.js

awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

Awesome-Prompt-Engineering

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

Awesome-Violence-Detection

Collections for Violence Detection

CMIM

The code for the Network Binarization via Contrastive Learning, which has been accepted to ECCV 2022.

Distilling-Object-Detectors

Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation

Diverse-ViT

[CVPR 2022] "The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy" by Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang

Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

fasttraining

FFCV: Fast Forward Computer Vision (and other ML workloads!)

gan-compression

[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

grok-1

Grok open release

Knowledge-Distillation-Paper

This resposity maintains a series of papers on knowledge distillation.

knowledge-distillation-papers

knowledge distillation papers

liveposetracker

Live body pose tracker made with OpenPose + Deep SORT

LONDON

LRP_Pruning_toy_example

Pruning CNN using CNN with toy example

mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

MTARD

The Code of ECCV2022:Enhanced Accuracy and Robustness via Multi-Teacher Adversarial Distillation

openpose-docker

A docker build file for CMU openpose with Python API support

Real-life-violence-detection

YTD and mobilnet training/testing

Real-Time-Violence-Detection-in-Video-

violence detection working code

ResRep

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)

Robustness-Aware-Pruning-ADMM

Code release for "Adversarial Robustness vs Model Compression, or Both?"

RSLAD

This is the official code for "Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better"

RWF2000-Video-Database-for-Violence-Detection

A large scale video database for violence detection, which has 2,000 video clips containing violent or non-violent behaviours.

SONY

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

Torch-Pruning

[CVPR-2023] Towards Any Structural Pruning; LLMs / Diffusion / YOLOv8 / CNNs / Transformers

Unlearn-Saliency

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Dennis Wei, Eric Wong, Sijia Liu

yoloR

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)