A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

7 March 2023

Siyu Li

Philip S. Yu

Lichao Sun

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Papers citing "A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT"

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Enhancing Decision-Making in Optimization through LLM-Assisted Inference: A Neural Networks Perspective Gaurav Singh K. Bali 41 2 0 12 May 2024
Navigating the Future of Federated Recommendation Systems with Foundation Models Zhiwei Li Guodong Long Chunxu Zhang Honglei Zhang Jing Jiang Chengqi Zhang 117 0 0 12 May 2024
Visual Language Model based Cross-modal Semantic Communication Systems Feibo Jiang Chuanguo Tang Li Dong Kezhi Wang Kun Yang Cunhua Pan VLM 36 2 0 06 May 2024
Mozart's Touch: A Lightweight Multi-modal Music Generation Framework Based on Pre-Trained Large Models Tianze Xu Jiajun Li Xuesong Chen Xinrui Yao Shuchang Liu 32 4 0 05 May 2024
Enhancing Deep Knowledge Tracing via Diffusion Models for Personalized Adaptive Learning Ming-Mu Kuo Shouvon Sarker Lijun Qian Yujian Fu Xiangfang Li Xishuang Dong AI4Ed 40 1 0 25 Apr 2024
URL: Universal Referential Knowledge Linking via Task-instructed Representation Compression Zhuoqun Li Hongyu Lin Tianshu Wang Boxi Cao Yaojie Lu Weixiang Zhou Hao Wang Zhenyu Zeng Le Sun Xianpei Han 51 1 0 24 Apr 2024
Evaluating the Efficacy of Large Language Models in Identifying Phishing Attempts Het Patel Umair Rehman Farkhund Iqbal 50 4 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 84 46 0 23 Apr 2024
Universal Fingerprint Generation: Controllable Diffusion Model with Multimodal Conditions Steven A. Grosz Anil K. Jain 37 2 0 21 Apr 2024
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models Sunhao Dai Chen Xu Shicheng Xu Liang Pang Zhenhua Dong Jun Xu 48 63 0 17 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 83 26 0 15 Apr 2024
ChangeAnywhere: Sample Generation for Remote Sensing Change Detection via Semantic Latent Diffusion Model Kai Tang Jin Chen DiffM 43 4 0 13 Apr 2024
Generating Synthetic Time Series Data for Cyber-Physical Systems Alexander Sommers Somayeh Bakhtiari Ramezani Logan Cummins Sudip Mittal Shahram Rahimi Maria Seale Joseph Jaboure AI4TS 43 0 0 12 Apr 2024
A Map of Exploring Human Interaction patterns with LLM: Insights into Collaboration and Creativity Jiayang Li Jiale Li 37 7 0 06 Apr 2024
Blessing or curse? A survey on the Impact of Generative AI on Fake News Alexander Loth Martin Kappes Marc-Oliver Pahl 33 5 0 03 Apr 2024
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang Chong Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 47 4 0 03 Apr 2024
A Learning-based Incentive Mechanism for Mobile AIGC Service in Decentralized Internet of Vehicles Jiani Fan Minrui Xu Ziyao Liu Huanyi Ye Chaojie Gu Dusit Niyato K. Lam 24 7 0 29 Mar 2024
A Backdoor Approach with Inverted Labels Using Dirty Label-Flipping Attacks Orson Mengara AAML 38 4 0 29 Mar 2024
Optimization-based Prompt Injection Attack to LLM-as-a-Judge Jiawen Shi Zenghui Yuan Yinuo Liu Yue Huang Pan Zhou Lichao Sun Neil Zhenqiang Gong AAML 45 41 0 26 Mar 2024
The Hall of Singularity: VR Experience of Prophecy by AI Jisu Kim Kirak Kim 22 0 0 22 Mar 2024
ContextVis: Envision Contextual Learning and Interaction with Generative Models Bo Shui Chufan Shi Yujiu Yang Xiaomei Nie 51 1 0 19 Mar 2024
AIGCs Confuse AI Too: Investigating and Explaining Synthetic Image-induced Hallucinations in Large Vision-Language Models Yifei Gao Jiaqi Wang Zhiyu Lin Jitao Sang 48 5 0 13 Mar 2024
On Protecting the Data Privacy of Large Language Models (LLMs): A Survey Biwei Yan Kun Li Minghui Xu Yueyan Dong Yue Zhang Zhaochun Ren Xiuzhen Cheng AILaw PILM 75 76 0 08 Mar 2024
The Social Impact of Generative AI: An Analysis on ChatGPT M. T. Baldassarre D. Caivano Berenice Fernandez Nieto Domenico Gigante Azzurra Ragone 19 58 0 07 Mar 2024
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future Xu Guo Yiqiang Chen SyDa 32 30 0 07 Mar 2024
Interactive Continual Learning: Fast and Slow Thinking Biqing Qi Xingquan Chen Junqi Gao Dong Li Jianxing Liu Ligang Wu Bowen Zhou CLL 31 18 0 05 Mar 2024
Chaining text-to-image and large language model: A novel approach for generating personalized e-commerce banners Shanu Vashishtha Abhinav Prakash Lalitesh Morishetti Kaushiki Nag Yokila Arora Sushant Kumar Kannan Achan DiffM 21 4 0 28 Feb 2024
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models Yixin Liu Kai Zhang Yuan Li Zhiling Yan Chujie Gao ... Yue Huang Hanchi Sun Jianfeng Gao Lifang He Lichao Sun VLM VGen EGVM 75 260 0 27 Feb 2024
Generative AI for Secure Physical Layer Communications: A Survey Changyuan Zhao Hongyang Du Dusit Niyato Jiawen Kang Zehui Xiong Dong In Kim Xuemin X. Shen K. B. Letaief 69 19 0 21 Feb 2024
Copyleft for Alleviating AIGC Copyright Dilemma: What-if Analysis, Public Perception and Implications Xinwei Guo Yujun Li Yafeng Peng Xuetao Wei 30 2 0 19 Feb 2024
CliqueParcel: An Approach For Batching LLM Prompts That Jointly Optimizes Efficiency And Faithfulness Jiayi Liu Tinghan Yang Jennifer Neville 26 10 0 17 Feb 2024
Artificial intelligence and the transformation of higher education institutions Evangelos Katsamakas Oleg V. Pavlov Ryan Saklad 35 7 0 13 Feb 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Jiliang Tang Qingsong Wen 48 22 0 02 Feb 2024
I Think, Therefore I am: Benchmarking Awareness of Large Language Models Using AwareBench Yuan Li Yue Huang Yuli Lin Siyuan Wu Yao Wan Lichao Sun LLMAG ELM 53 4 0 31 Jan 2024
Non-Consensual Synthetic Intimate Imagery: Prevalence, Attitudes, and Knowledge in 10 Countries Rebecca Umbach Nicola Henry G. Beard Colleen M. Berryessa PICV 16 19 0 26 Jan 2024
When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges Abdenour Hadid Tanujit Chakraborty Daniel Busby AI4CE 32 11 0 25 Jan 2024
Generative Design of Crystal Structures by Point Cloud Representations and Diffusion Model Zhelin Li Rami Mrad Runxian Jiao Guan Huang Jun Shan Shibing Chu Yuanping Chen 29 2 0 24 Jan 2024
GPT in Sheep's Clothing: The Risk of Customized GPTs Sagiv Antebi Noam Azulay Edan Habler Ben Ganon A. Shabtai Yuval Elovici 30 6 0 17 Jan 2024
Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for Generating Quantum State Ensemble Chuangtao Chen Qinglin Zhao Mengchu Zhou Zhimin He Zhili Sun Haozhen Situ 39 2 0 13 Jan 2024
Towards Integrated Fine-tuning and Inference when Generative AI meets Edge Intelligence Ning Chen Zhipeng Cheng Xuwei Fan Xiaoyu Xia Lianfen Huang 61 1 0 05 Jan 2024
Characteristics and prevalence of fake social media profiles with AI-generated faces Kai-Cheng Yang Danishjeet Singh Filippo Menczer 24 9 0 05 Jan 2024
IoT in the Era of Generative AI: Vision and Challenges Xin Wang Zhongwei Wan Arvin Hekmati M. Zong Samiul Alam Mi Zhang Bhaskar Krishnamachari 32 15 0 03 Jan 2024
The Art of Deception: Robust Backdoor Attack using Dynamic Stacking of Triggers Orson Mengara AAML 49 3 0 03 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Qing Cui Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 47 77 0 02 Jan 2024
Exploiting the capacity of deep networks only at training stage for nonlinear black-box system identification V. M. Eivaghi M. A. Shoorehdeli 34 0 0 26 Dec 2023
Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians Catherine F. Higham Des J. Higham P. Grindrod DiffM VLM 23 3 0 21 Dec 2023
A Comprehensive Survey of Attack Techniques, Implementation, and Mitigation Strategies in Large Language Models Aysan Esmradi Daniel Wankit Yip C. Chan AAML 38 11 0 18 Dec 2023
DeepArt: A Benchmark to Advance Fidelity Research in AI-Generated Content Wentao Wang Xuanyao Huang Tianyang Wang Swalpa Kumar Roy EGVM 48 0 0 16 Dec 2023
Let AI Entertain You: Increasing User Engagement with Generative AI and Rejection Sampling Jingying Zeng Jaewon Yang Waleed Malik Xiao Yan Richard Huang Qi He 30 1 0 16 Dec 2023
A Survey of Generative AI for Intelligent Transportation Systems Huan Yan Yong Li 23 8 0 13 Dec 2023