gwliu213's repositories
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!)
flame
flame is a federated learning system for edge with flexibility and scalability at the core of its design.
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
mdistiller
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
modelsmith
A toolkit for compressing machine learning models
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)
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)