Collection of recent methods on (deep) neural network compression and acceleration.

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Awesome things about domain generalization, including papers, code, etc.

Fast Multimodal LLM on Mobile Devices

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, m…

Xiaomi Home Integration for Home Assistant

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 2…

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

This repository is for the paper entitled: From News to Forecast: Integrating Event Analysis in LLM-based Time Series Forecasting with Reflection (NeurIPS 2024)

A faster pytorch implementation of faster r-cnn

convert dataset to coco/voc format

Code repo for "Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning" (ECCV2024)

Remote Sensing Multilingual CLIP

🛰️ Official repository of paper "RemoteCLIP: A Vision Language Foundation Model for Remote Sensing" (IEEE TGRS)

RS5M: a large-scale vision language dataset for remote sensing [TGRS]

RSVG: Exploring Data and Model for Visual Grounding on Remote Sensing Data, 2022

[ICCV' 23 ORAL] Novel Scenes & Classes: Towards Adaptive Open-set Object Detection

Transfer Learning Library for Domain Adaptation and Domain Generalization of Object Detection.

A toolkit for making real world machine learning and data analysis applications in C++

Gradually-Warmup Learning Rate Scheduler for PyTorch

Taming Transformers for High-Resolution Image Synthesis

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)