DingFong

RDED

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

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.

insightface

State-of-the-art 2D and 3D Face Analysis Project

Dataset_Quantization

[ICCV2023] Dataset Quantization

Simplify-Swarm-Optimization

This is a simple implementation of Simplify Swarm Optimization in Python & C ++ for further customized use.

LLM-scientific-feedback

Can large language models provide useful feedback on research papers? A large-scale empirical analysis.

awesome-computer-vision

A curated list of awesome computer vision resources

IDM

10810CS_342301_OperatingSystem

作業系統

DCC

This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.

langchain

🦜🔗 Build context-aware reasoning applications

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

DiM

Distilling Dataset into Generative Models

Co-teaching

NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

seam-carving

A super-fast Python implementation of seam carving algorithm for intelligent image resizing.

DREAM

Efficient Dataset Distillation by Representative Matching

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Efficient-Dataset-Condensation

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

Awesome-Dataset-Distillation

A curated list of awesome papers on dataset distillation and related applications.

DatasetCondensation

Dataset Condensation (ICLR21 and ICML21)

mtt-distillation

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

loss-landscapes

Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch

loss-landscape

Code for visualizing the loss landscape of neural nets

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

SimKD

[CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".

Semantic-Aware-AE

text-to-image

Generative Adversarial Text to Image Synthesis / Please Star -->