MsterDC

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

LKY_OfficeTools

一键自动化 下载、安装、激活 Office 的利器。

Awesome-ChatGPT

ChatGPT资料汇总学习，持续更新......

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

Torch-Pruning

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

Unet-Segmentation-Pytorch-Nest-of-Unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

act

multimodal-prompt-learning

[CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".

mobilevit-pytorch

A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"

DatasetCondensation

Dataset Condensation (ICLR21 and ICML21)

mtt-distillation

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

Lottery-Ticket-Hypothesis-in-Pytorch

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.

Make-Your-Anchor

[CVPR 2024] Make-Your-Anchor: A Diffusion-based 2D Avatar Generation Framework.

ReviewKD

Distilling Knowledge via Knowledge Review, CVPR 2021

CCAM

[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

SRe2L

(NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original ImageNet-1K val set.

Efficient-Dataset-Condensation

Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)

DATM

ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching

CAFE

This is a method of dataset condensation, and it has been accepted by CVPR-2022.

rigl-torch

Lightweight torch implementation of rigl, a sparse-to-sparse optimizer.

RDED

[CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm

FreD

Official PyTorch implementation for Frequency Domain-based Dataset Distillation [NeurIPS 2023]

rigl-reproducibility

Reproducing RigL (ICML 2020) as a part of ML Reproducibility Challenge 2020

M3D

AAAI 2024, M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy

Acc-DD