🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

【三年面试五年模拟】AI算法工程师面试秘籍。涵盖AIGC、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、强化学习、具身智能、元宇宙、AGI等AI行业面试笔试经验与干货知识。

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2021秋招 计算机视觉算法岗面经整理——包含实习和校招等 内推整理

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

算法竞赛模板库 by 灵茶山艾府 💭💡🎈

该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

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

✨✨Latest Advances on Multimodal Large Language Models

Awesome_Multimodel is a curated GitHub repository that provides a comprehensive collection of resources for Multimodal Large Language Models (MLLM). It covers datasets, tuning techniques, in-contex…

Source code for paper: "AltDiffusion: A multilingual Text-to-Image diffusion model"

Masked Diffusion Transformer is the SOTA for image synthesis. (ICCV 2023)

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

[CVPR 2024] Official PyTorch implementation of FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition

A curated list of papers, code and resources pertaining to few-shot image generation.

Infusion: Preventing Customized Text-to-Image Diffusion from Overfitting

A collection of resources on controllable generation with text-to-image diffusion models.

[CVPR 2024] Official PyTorch implementation of "ECLIPSE: Revisiting the Text-to-Image Prior for Efficient Image Generation"

ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation (ICCV 2023, Oral)

[TMLR] Official PyTorch implementation of "λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space"

Code for paper LAFITE: Towards Language-Free Training for Text-to-Image Generation (CVPR 2022)

Official codebase for the Paper “Retrieval-Augmented Diffusion Models”

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

Retrieval augmented diffusion from CompVis.

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"