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Awesome Semi Supervised Learning ⭐ 1,573

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

Time Series Transformers Review ⭐ 1,519

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

Awesome Model Quantization ⭐ 1,449

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

Awesome Imbalanced Learning ⭐ 1,164

Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

Graph Adversarial Learning Literature ⭐ 772

A curated list of adversarial attacks and defenses papers on graph-structured data.

Awesome Sentiment Analysis ⭐ 770

😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤

Awesome Video Diffusion Models ⭐ 743

[Arxiv] A Survey on Video Diffusion Models

Awesome Text2sql ⭐ 568

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

Kg Llm Papers ⭐ 521

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

Graph Adversarial Learning ⭐ 519

A curated collection of adversarial attack and defense on graph data.

Llm4rec Awesome Papers ⭐ 478

A list of awesome papers and resources of recommender system on large language model (LLM).

Awesome Federated Computing ⭐ 448

📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

Awesome Pretrain On Molecules ⭐ 440

[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models

Awesome Deep Community Detection ⭐ 397

Deep and conventional community detection related papers, implementations, datasets, and tools.

Really Awesome Semantic Segmentation ⭐ 397

A list of papers on Semantic Segmentation.

Alignllmhumansurvey ⭐ 368

Aligning Large Language Models with Human: A Survey

Awesome Metric Learning ⭐ 351

😎 A curated list of awesome practical Metric Learning and its applications

Awesome Instruction Learning ⭐ 336

Papers and Datasets on Instruction Tuning and Following. ✨✨✨

Awesome Reproducible Research ⭐ 282

A curated list of reproducible research case studies, projects, tutorials, and media

Awesome Llm4rs Papers ⭐ 282

Large Language Model-enhanced Recommender System Papers

Awesome Llm Survey ⭐ 154

An Awesome Collection for LLM Survey

Awesome Gnn4ts ⭐ 137

Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

Reading Comprehension Question Answering Papers ⭐ 97

Survey on Machine Reading Comprehension

Awesome Refreshing Llms ⭐ 85

EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.

Awesome Llm Healthcare ⭐ 85

The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review".

Llm Planning Papers ⭐ 83

Must-read Papers on Large Language Model (LLM) Planning.

Awesome Llm Role Playing With Persona ⭐ 83

Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas

Generative_kg_construction_papers ⭐ 74

Repository for the EMNLP2022 paper "Generative Knowledge Graph Construction: A Review".

Llm Optimizers Papers ⭐ 67

Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.

Alignmentsurvey ⭐ 59

AI Alignment: A Comprehensive Survey

Visual Transformer Paper Summary ⭐ 57

Summary of Transformer applications for computer vision tasks.

Awesome Deepfake Learning ⭐ 45

The approach I work on DeepFake.

Awesome Astronomy ⭐ 45

😎 Awesome lists about Astronomy stuff. ⭐ Databases, sites, Twitter accounts, projects, NASA, ESA, JAXA, and more 🚀

Awesome Ai Tutorials Surveys ⭐ 44

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

Awesome Multi Objective Optimization ⭐ 34

A curated list of awesome multi-objective optimization research resources.

Deeplearning ⭐ 23

A collection of research papers, datasets and software on Deep Learning

Awesome Federated Learning ⭐ 23

federated-learning

Awesome Ai In Beauty Industry ⭐ 18

A Survey on AI in the beauty industry.

Awesome Rgbd Datasets ⭐ 14

This repository contains information for the paper "A Survey on RGB-D Datasets" and is a collaborative initiative to update the datasets list faster.

Awesome Llm For Robotics Reasoning ⭐ 13

LLM for robotics reasoning toward AGI / Awesome repos&surveys / Chain of Thought / LLM / Prompt engineering / Reasoning / Robot / Agent / Planning / Reinforcement Learning / Created by @shure-dev / Check Wiki

Awesome Segment Anything Medical Images ⭐ 13

awesome-SAM-Medical-Images

Awesome Surveys ⭐ 11

Create & publish feature-rich surveys with a few mouse clicks. All data collected remains in your control. Works better than healthcare.gov!

Awesome 360video Search ⭐ 9

A curated list of awesome 360-degree video resources

Llm Continual Learning Papers ⭐ 8

Must-read Papers on Large Language Model (LLM) Continual Learning

Awesome Outlier Detection Resources ⭐ 7

Outlier detection related books and papers.

Explainable Ml Papers ⭐ 5

A list of research papers of explainable machine learning.

Investigation Of Sam ⭐ 5

This is an investigation and collection of the Segment Anything Model (SAM) on real-world applications.

Llm Misinformation Survey ⭐ 5

Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misinformation"

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