pengfei-Li's starred repositories

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

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Diff-IF

Official Code of Diff-IF: Multi-modality image fusion via diffusion model with fusion knowledge prior (Information Fusion 2024)

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llm_interview_note

主要记录大语言大模型(LLMs) 算法(应用)工程师相关的知识及面试题

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MATR

[IEEE TIP 2022] Official implementation of MATR: Multimodal Medical Image Fusion via Multiscale Adaptive Transformer

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LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

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MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

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PeFoMed

The code for paper: PeFoM-Med: Parameter Efficient Fine-tuning on Multi-modal Large Language Models for Medical Visual Question Answering

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llm-hallucination-survey

Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"

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LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

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lihang-code

《统计学习方法》的代码实现

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so-large-lm

大模型基础: 一文了解大模型基础知识

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leedl-tutorial

《李宏毅深度学习教程》(李宏毅老师推荐👍),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

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Awesome-Multimodal-LLM

Research Trends in LLM-guided Multimodal Learning.

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Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

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LLMZoo

⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

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EEG-Datasets

A list of all public EEG-datasets

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PECR

This is the official code repository for the paper of "PECR:Parameter-Efficient Transfer Learning with Cross-modal Representation Learning for Remote Sensing Visual Question Answering"

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CMMO

This is the official code repository for the paper of "Cross-Modal Self-Supervised Vision Language Pre-training with Multiple Objectives for Medical Visual Question Answering"

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MUMC

This repository is made for the paper: Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering

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BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

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M2I2

This repository is made for the paper: Self-supervised vision-language pretraining for Medical visual question answering

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nash-mtl

Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]

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LibMTL

A PyTorch Library for Multi-Task Learning

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awesome-image-captioning

A curated list of image captioning and related area resources. :-)

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awesome-MIM

Reading list for research topics in Masked Image Modeling

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pumpkin-book

《机器学习》(西瓜书)公式详解

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medicat

Dataset of medical images, captions, subfigure-subcaption annotations, and inline textual references

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